diff --git a/.gitmodules b/.gitmodules index afdcd47..391ff18 100644 --- a/.gitmodules +++ b/.gitmodules @@ -9,3 +9,6 @@ [submodule ".submodules/dataset-peg-water-mixture"] path = .submodules/dataset-peg-water-mixture url = git@github.com:NMRDfromMD/dataset-peg-water-mixture.git +[submodule ".submodules/dataset-water-in-silica"] + path = .submodules/dataset-water-in-silica + url = git@github.com:NMRDfromMD/dataset-water-in-silica.git diff --git a/.submodules/dataset-water-in-silica b/.submodules/dataset-water-in-silica new file mode 160000 index 0000000..2768a00 --- /dev/null +++ b/.submodules/dataset-water-in-silica @@ -0,0 +1 @@ +Subproject commit 2768a00777f9972d2b4ef3918954d66f39d552cd diff --git a/docs/references/from-zotero.bib b/docs/references/from-zotero.bib index 0c3e29d..15eab53 100644 --- a/docs/references/from-zotero.bib +++ b/docs/references/from-zotero.bib @@ -263,7 +263,7 @@ @article{ardeleanPrinciplesUnconventionalAspects file = {/home/simon/snap/zotero-snap/common/Zotero/storage/WT5LSVDN/Ardelean and Kimmich - Principles and Unconventional Aspects of NMR Diffus.pdf} } -@article{ashbaughAlkaneAdsorptionWater2003, +@article{ashbaughAlkaneAdsorptionWaterVapor2003, title = {Alkane {{Adsorption}} at the {{Water}}-{{Vapor Interface}}}, author = {Ashbaugh, Henry S. and Pethica, Brian A.}, year = {2003}, @@ -1364,7 +1364,7 @@ @article{chenViolationStokesEinstein2006 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/LK4LDNQH/Chen et al. - 2006 - The violation of the Stokes–Einstein relation in supercooled water.pdf} } -@article{choudhuryEnthalpyEntropyContributions2006, +@article{choudhuryEnthalpyEntropyContributionsPotential2006, title = {{{Enthalpy}}-{{Entropy Contributions}} to the {{Potential}} of {{Mean Force}} of {{Nanoscopic Hydrophobic Solutes}}}, author = {Choudhury, Niharendu and Pettitt, B. Montgomery}, year = {2006}, @@ -2952,7 +2952,7 @@ @article{gravelleTransportThinWater2022 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/ICVCW5H2/Gravelle et al. - 2022 - Transport of thin water films From thermally acti.pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/5RLD45XY/Transport-of-thin-water-films-From-thermally.html} } -@article{gravelleViolationsJefferyTheory2021, +@article{gravelleViolationsJefferysTheory2021, title = {Violations of {{Jeffery}}'s Theory in the Dynamics of Nanographene in Shear Flow}, author = {Gravelle, Simon and Kamal, Catherine and Botto, Lorenzo}, year = {2021}, @@ -2968,7 +2968,7 @@ @article{gravelleViolationsJefferyTheory2021 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/MZQISRNR/Gravelle et al. - 2021 - Violations of Jeffery's theory in the dynamics of .pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/TQ8GTISF/PhysRevFluids.6.html} } -@article{greiner-schmidSelfDiffusionCompressed1991, +@article{greiner-schmidSelfdiffusionCompressedFluid1991, title = {Self-diffusion in the Compressed Fluid Lower Alkanes: {{Methane}}, Ethane, and Propane}, shorttitle = {Self-diffusion in the Compressed Fluid Lower Alkanes}, author = {Greiner-Schmid, A. and Wappmann, S. and Has, M. and L{\"u}demann, H.-D.}, @@ -3231,18 +3231,6 @@ @article{halleInterpretationMagneticResonance1981 } @book{hansenTheorySimpleLiquids2013, - title = {Theory of Simple Liquids: With Applications to Soft Matter}, - shorttitle = {Theory of Simple Liquids}, - author = {Hansen, Jean-Pierre and McDonald, Ian R.}, - year = {2013}, - edition = {Fourth edition}, - publisher = {Elsevier}, - address = {Amsterdam}, - isbn = {978-0-12-387032-2 978-0-12-387033-9}, - langid = {english} -} - -@book{hansenTheorySimpleLiquids2013a, title = {Theory of {{Simple Liquids}}: With {{Applications}} to {{Soft Matter}}}, shorttitle = {Theory of {{Simple Liquids}}}, author = {Hansen, Jean-Pierre and McDonald, I. R.}, @@ -3256,6 +3244,18 @@ @book{hansenTheorySimpleLiquids2013a keywords = {Science / Physics / Condensed Matter} } +@book{hansenTheorySimpleLiquids2013a, + title = {Theory of Simple Liquids: With Applications to Soft Matter}, + shorttitle = {Theory of Simple Liquids}, + author = {Hansen, Jean-Pierre and McDonald, Ian R.}, + year = {2013}, + edition = {Fourth edition}, + publisher = {Elsevier}, + address = {Amsterdam}, + isbn = {978-0-12-387032-2 978-0-12-387033-9}, + langid = {english} +} + @article{hareDensitiesSupercooledH2O1986, title = {Densities of Supercooled {{H2O}} and {{D2O}} in 25 {$\mu$} Glass Capillaries}, author = {Hare, D. E. and Sorensen, C. M.}, @@ -3273,7 +3273,7 @@ @article{hareDensitiesSupercooledH2O1986 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/DPUBKELI/Hare and Sorensen - 1986 - Densities of supercooled H2O and D2O in 25 μ glass.pdf} } -@article{harrisCarbonDioxideLiquidVapor, +@article{harrisCarbonDioxidesLiquidVapor, title = {Carbon {{Dioxide}}'s {{Liquid-Vapor Coexistence Curve And Critical Properties}} as {{Predicted}} by a {{Simple Molecular Model}}}, author = {Harris, Jonathan G and Yung, Kwong H}, langid = {english}, @@ -3924,7 +3924,7 @@ @article{janoskaSurfactantSelectionLiquid2018 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/CG52GTC8/Janoska et al. - 2018 - Surfactant selection for a liquid foam‐bed photobioreactor.pdf} } -@article{jiangSeparationCOAdsorption2005, +@article{jiangSeparationCO22005, title = {Separation of {{CO}} {\textsubscript{2}} and {{N}} {\textsubscript{2}} by {{Adsorption}} in {{C}} {\textsubscript{168}} {{Schwarzite}}: {{A Combination}} of {{Quantum Mechanics}} and {{Molecular Simulation Study}}}, shorttitle = {Separation of {{CO}} {\textsubscript{2}} and {{N}} {\textsubscript{2}} by {{Adsorption}} in {{C}} {\textsubscript{168}} {{Schwarzite}}}, author = {Jiang, Jianwen and Sandler, Stanley I.}, @@ -4180,7 +4180,7 @@ @article{kandaMolecularDynamicsSimulation2021 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/JKKST9LA/Kanda et al. - 2021 - Molecular Dynamics Simulation of Tolman Length and Interfacial Tension of Symmetric Binary Lennard–J.pdf} } -@article{kangInsightPoly3dioxolane2023, +@article{kangInsightPoly13dioxolanebasedPolymer2023, title = {Insight into Poly(1,3-Dioxolane)-Based Polymer Electrolytes and Their Interfaces with Lithium {{Metal}}: {{Effect}} of Electrolyte Compositions}, shorttitle = {Insight into Poly(1,3-Dioxolane)-Based Polymer Electrolytes and Their Interfaces with Lithium {{Metal}}}, author = {Kang, Peibin and Chen, Dongli and Wu, Lingyun and Yang, Xiaoping and Sui, Gang}, @@ -5290,7 +5290,7 @@ @article{maFastDiffusionWater2016 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/XT4UJKAA/Ma et al. - 2016 - Fast diffusion of water nanodroplets on graphene.pdf} } -@article{magninAbnormalCODiffusion2023, +@article{magninAbnormalCO22023, title = {Abnormal {{CO}} {\textsubscript{2}} and {{H}} {\textsubscript{2}} {{O Diffusion}} in {{CALF-20}}({{Zn}}) {{Metal}}--{{Organic Framework}}: {{Fundamental Understanding}} of {{CO}} {\textsubscript{2}} {{Capture}}}, shorttitle = {Abnormal {{CO}} {\textsubscript{2}} and {{H}} {\textsubscript{2}} {{O Diffusion}} in {{CALF-20}}({{Zn}}) {{Metal}}--{{Organic Framework}}}, author = {Magnin, Yann and Dirand, Estelle and Maurin, Guillaume and Llewellyn, Philip L.}, @@ -5393,7 +5393,7 @@ @article{markthalerLessonsLearnedCalculation2019 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/WNG3L77C/Markthaler et al. - 2019 - Lessons Learned from the Calculation of One-Dimens.pdf} } -@article{masunovBondShorteningHydrogenBond2001, +@article{masunovCHBondShorteningHydrogen2001, title = {{{C}}-{{H Bond-Shortening}} upon {{Hydrogen Bond Formation}}: {{Influence}} of an {{Electric Field}}}, shorttitle = {{{C}}-{{H Bond-Shortening}} upon {{Hydrogen Bond Formation}}}, author = {Masunov, Art{\"e}m and Dannenberg, J. J. and Contreras, Rub{\'e}n H.}, @@ -5582,7 +5582,7 @@ @article{michaud-agrawalMDAnalysisToolkitAnalysis2011 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/QAZS5RMM/Michaud-Agrawal et al. - 2011 - MDAnalysis A toolkit for the analysis of molecula.pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/RFIWQDIP/jcc.html} } -@article{michelsIsothermsArgon1501949, +@article{michelsIsothermsArgon0degc1949, title = {Isotherms of Argon between 0{$^\circ$}c and 150{$^\circ$}c and Pressures up to 2900 Atmospheres}, author = {Michels, A. and Wijker, Hub and Wijker, Hk}, year = {1949}, @@ -5771,7 +5771,7 @@ @article{mondalEthanolExchangeTwo2022 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/XUBZBGEG/Mondal et al. - 2022 - Ethanol exchange between two graphene surfaces in .pdf} } -@article{monsalve-bravoSimulationMulticomponentGas2019a, +@article{monsalve-bravoSimulationMulticomponentGas2019, title = {Simulation of Multicomponent Gas Transport through Mixed-Matrix Membranes}, author = {{Monsalve-Bravo}, Gloria M. and Smart, Simon and Bhatia, Suresh K.}, year = {2019}, @@ -5812,7 +5812,7 @@ @misc{MorphologicalTransitionsElastic file = {/home/simon/snap/zotero-snap/common/Zotero/storage/JEN7NJ5Z/Morphological transitions of elastic filaments in .pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/T4WWIKAW/pnas.html} } -@article{murdaySelfDiffusionLiquidsH2O1970a, +@article{murdaySelfDiffusionLiquidsH2O1970, title = {Self-{{Diffusion}} in {{Liquids}}: {{H2O}}, {{D2O}}, and {{Na}}}, shorttitle = {Self-{{Diffusion}} in {{Liquids}}}, author = {Murday, J. S. and Cotts, R. M.}, @@ -6303,7 +6303,7 @@ @article{pandeyThermalizationThermalTransport2016 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/JWX8VPQI/Pandey and Leitner - 2016 - Thermalization and Thermal Transport in Molecules.pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/TUHSZJX5/jz6b02539_si_001.pdf} } -@article{panOutofplaneBendingCarbon2017a, +@article{panOutofplaneBendingCarbon2017, title = {Out-of-Plane Bending of Carbon Nanotube Films}, author = {Pan, Fei and Chen, Yuli and Liu, Yilun and Guo, Zaoyang}, year = {2017}, @@ -6604,7 +6604,7 @@ @article{petitMultiscaleDynamics1H2010 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/TVBBDSZJ/Petit et al. - 2010 - Multiscale dynamics of 1H and 19F in confined iono.pdf} } -@article{petongWaterEthanolMixtures2000, +@article{petongWaterEthanolMixturesDifferent2000, title = {{{Water}}-{{Ethanol Mixtures}} at {{Different Compositions}} and {{Temperatures}}. {{A Dieletric Relaxation Study}}}, author = {Petong, P. and Pottel, R. and Kaatze, U.}, year = {2000}, @@ -6701,7 +6701,7 @@ @article{philipsQuadrupolarNMRRelaxation2020 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/E6SIT5NA/Philips and Autschbach - 2020 - Quadrupolar NMR Relaxation of Aqueous 127su.pdf} } -@misc{PhysRev4951, +@misc{PhysRev5, title = {Phys. {{Rev}}. {{B}} 5, 4951 (1972) - {{Lattice Dynamics}} of {{Pyrolytic Graphite}}}, urldate = {2024-05-16}, howpublished = {https://journals.aps.org/prb/abstract/10.1103/PhysRevB.5.4951}, @@ -7422,6 +7422,37 @@ @article{scholesCompetitivePermeationGas2015 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/VEHCRX7S/Scholes et al. - 2015 - Competitive permeation of gas and water vapour in .pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/NGHRMJA3/polb.html} } +@article{schottlCombinedMolecularDynamics2019, + title = {Combined Molecular Dynamics ({{MD}}) and Small Angle Scattering ({{SAS}}) Analysis of Organization on a Nanometer-Scale in Ternary Solvent Solutions Containing a Hydrotrope}, + author = {Sch{\"o}ttl, Sebastian and Lopian, Tobias and Pr{\'e}vost, Sylvain and Touraud, Didier and Grillo, Isabelle and Diat, Olivier and Zemb, Thomas and Horinek, Dominik}, + year = {2019}, + month = mar, + journal = {Journal of Colloid and Interface Science}, + volume = {540}, + pages = {623--633}, + issn = {00219797}, + doi = {10.1016/j.jcis.2019.01.037}, + urldate = {2025-05-10}, + abstract = {Mixtures of three solvents, with two immiscible liquids and a third one miscible to both -- the solvotrope, may exhibit structuration. We explore the phase diagram of n-octanol/ethanol/water, where ethanol is the hydrotrope, varying composition from the water-rich side to the n-octanol-rich side at constant ethanol fraction. We resolve nanometer-sized structures experimentally by mean of four contrasts: three from Small Angle Neutron Scattering (SANS) and one from Small Angle X-ray Scattering (SAXS). On the waterrich side, we confirm the existence of droplets associated to a critical point stabilized by an excess adsorption of the hydrotrope: the ultra-flexible microemulsion (UFME) domain. The n-octanol-rich side is better described as a dynamic random network of chain-like associations of hydroxy groups. The continuous evolution from oil clusters to a dynamic network of hydroxy groups is demonstrated by the features of scattering patterns, successfully compared for all contrasts to Molecular Dynamics (MD) simulations, allowing to illustrate with snapshots the structuration of solvents. The free energy of transfer of the hydrotrope obtained from MD is low ( 1 kBT/molecule). This study suggests that Ouzo spontaneous emulsions may be in dynamic equilibrium with a pre-Ouzo, similarly to nanoemulsions kinetically stabilized by the co-existence of a microemulsion.}, + langid = {english}, + file = {/home/simon/snap/zotero-snap/common/Zotero/storage/GVUFQS7X/Schöttl et al. - 2019 - Combined molecular dynamics (MD) and small angle scattering (SAS) analysis of organization on a nano.pdf} +} + +@article{schottlEmergenceSurfactantfreeMicelles2014, + title = {Emergence of Surfactant-Free Micelles from Ternary Solutions}, + author = {Sch{\"o}ttl, S. and Marcus, J. and Diat, O. and Touraud, D. and Kunz, W. and Zemb, T. and Horinek, D.}, + year = {2014}, + journal = {Chem. Sci.}, + volume = {5}, + number = {8}, + pages = {2949--2954}, + issn = {2041-6520, 2041-6539}, + doi = {10.1039/C4SC00153B}, + urldate = {2025-05-10}, + langid = {english}, + file = {/home/simon/snap/zotero-snap/common/Zotero/storage/ATWYU4NW/Schöttl et al. - 2014 - Emergence of surfactant-free micelles from ternary solutions.pdf} +} + @article{schwerdtfeger100YearsLennardJones2024, title = {100 {{Years}} of the {{Lennard-Jones Potential}}}, author = {Schwerdtfeger, Peter and Wales, David J.}, @@ -7747,7 +7778,7 @@ @article{shollSevenChemicalSeparations2016 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/ESAB7NDC/Sholl and Lively - 2016 - Seven chemical separations to change the world.pdf} } -@article{sideriusFlatHistogramMonteCarlo2024a, +@article{sideriusFlatHistogramMonteCarlo2024, title = {Flat-{{Histogram Monte Carlo Simulation}} of {{Water Adsorption}} in {{Metal}}--{{Organic Frameworks}}}, author = {Siderius, Daniel W. and Hatch, Harold W. and Shen, Vincent K.}, year = {2024}, @@ -7779,7 +7810,7 @@ @article{silmoreBucklingCrumplingTumbling2021 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/YCSWBKKU/Silmore et al. - 2021 - Buckling, crumpling, and tumbling of semiflexible .pdf} } -@article{singerElucidatingNMRRelaxation2020, +@article{singerElucidating1NMR2020, title = {Elucidating the {\textsuperscript{1}} {{H NMR Relaxation Mechanism}} in {{Polydisperse Polymers}} and {{Bitumen Using Measurements}}, {{MD Simulations}}, and {{Models}}}, author = {Singer, Philip M. and Valiya Parambathu, Arjun and Wang, Xinglin and Asthagiri, Dilip and Chapman, Walter G. and Hirasaki, George J. and Fleury, Marc}, year = {2020}, @@ -7830,7 +7861,7 @@ @article{singerNMRSpinrotationRelaxation2018 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/8T4YWT65/Singer et al. - 2018 - NMR spin-rotation relaxation and diffusion of meth.pdf;/home/simon/snap/zotero-snap/common/Zotero/storage/3LLY6NL5/NMR-spin-rotation-relaxation-and-diffusion-of.html} } -@article{singerPredictingNMRRelaxation2021, +@article{singerPredicting1NMR2021, title = {Predicting {\textsuperscript{1}} {{H NMR}} Relaxation in {{Gd}} {\textsuperscript{3+}} -Aqua Using Molecular Dynamics Simulations}, author = {Singer, Philip M. and Parambathu, Arjun Valiya and Pinheiro Dos Santos, Thiago J. and Liu, Yunke and Alemany, Lawrence B. and Hirasaki, George J. and Chapman, Walter G. and Asthagiri, Dilip}, year = {2021}, @@ -9325,7 +9356,7 @@ @article{zhangSorptionDeformationPercolation2023 file = {/home/simon/snap/zotero-snap/common/Zotero/storage/2RHH6E5W/Zhang et al. - 2023 - Sorption–Deformation–Percolation Model for Diffusion in Nanoporous Media.pdf} } -@article{zhangTinyChargeScaling2022, +@article{zhangTinyChargescalingOPLSAA2022, title = {A Tiny Charge-scaling in the {{{\textsc{OPLS}}}}{\textsc{-}}{{{\textsc{AA}}}} + {{{\textsc{L}}}}{\textsc{-}}{{{\textsc{OPLS}}}} Force Field Delivers the Realistic Dynamics and Structure of Liquid Primary Alcohols}, shorttitle = {A Tiny Charge-scaling in The}, author = {Zhang, Xuan and Wang, Yongtao and Yao, Jia and Li, Haoran and Mochizuki, Kenji}, diff --git a/docs/source/theory/best-practice.rst b/docs/source/best-practices/best-practices.rst similarity index 93% rename from docs/source/theory/best-practice.rst rename to docs/source/best-practices/best-practices.rst index ce23cb7..eb5d401 100644 --- a/docs/source/theory/best-practice.rst +++ b/docs/source/best-practices/best-practices.rst @@ -1,8 +1,8 @@ Best practices ============== -Here, a set of best practive for performing accurate dipolar NMR -calculations from NMR is provided. +Here, a set of best practices for performing accurate dipolar NMR +calculations from moelcular dynamics simulation is provided. Choosing the Force Field ------------------------ @@ -96,7 +96,12 @@ Box size -------- NMR relaxation measurements are sensitive to the -finite-size effects that can occur with small simulation boxes :cite:`grivetNMRRelaxationParameters2005`. +finite-size effects that can occur with small simulation +boxes :cite:`grivetNMRRelaxationParameters2005`. Small +simulation boxes impose a cut-off to the maximum time of +first return trajectory, :math:`\tau_\text{cut-off} \sim L^2 / D`, +where :math:`L` is the box size and :math:`D` the diffusion +coefficient. As an illustration, the NMR relaxation rate :math:`R_1` was measured for water with different number of molecules @@ -113,11 +118,11 @@ Note that :math:`R_1^\text{intra}`, which is the dominant contribution to by the box size and therefore the resulting error induced on the total relaxation rate :math:`R_1` remains small for :math:`N > 1000`. -.. image:: ../figures/illustrations/bulk-water/effect_L_on_R1-dark.png +.. image:: best-practices/box-size-dm.png :class: only-dark :alt: NMR results obtained from the LAMMPS simulation of water -.. image:: ../figures/illustrations/bulk-water/effect_L_on_R1-light.png +.. image:: best-practices/box-size.png :class: only-light :alt: NMR results obtained from the LAMMPS simulation of water diff --git a/docs/source/best-practices/best-practices/box-size-dm.png b/docs/source/best-practices/best-practices/box-size-dm.png new file mode 100644 index 0000000..10c67f8 Binary files /dev/null and b/docs/source/best-practices/best-practices/box-size-dm.png differ diff --git a/docs/source/best-practices/best-practices/box-size.ipynb b/docs/source/best-practices/best-practices/box-size.ipynb new file mode 100644 index 0000000..163cda5 --- /dev/null +++ b/docs/source/best-practices/best-practices/box-size.ipynb @@ -0,0 +1,155 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "15134151", + "metadata": {}, + "outputs": [], + "source": [ + "from matplotlib.pyplot import cm\n", + "from matplotlib.colors import LinearSegmentedColormap\n", + "import numpy as np\n", + "from scipy import constants as cst\n", + "import sys, os, git\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "af4ae0cd", + "metadata": {}, + "outputs": [], + "source": [ + "current_path = os.getcwd()\n", + "git_repo = git.Repo(current_path, search_parent_directories=True)\n", + "git_path = git_repo.git.rev_parse(\"--show-toplevel\")\n", + "path_figures = current_path[len(git_path):] + '/'\n", + "path_in_folder = current_path[len(git_path)+1:]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "9a1e0bcf", + "metadata": {}, + "outputs": [], + "source": [ + "sys.path.append(git_path + \"/.submodules/pyplot-perso\")\n", + "from plttools import PltTools" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0183a3a1", + "metadata": {}, + "outputs": [], + "source": [ + "data_path = git_path + \"/.submodules/dataset-LJ-fluid/analysis/varying-n-particle/\"\n", + "ref_time = 463.7943 # LJ time in fs\n", + "ref_temp = 50.3219 # LJ temp in K\n", + "cmap_cool = cm.cool\n", + "cmap_dark_blue_to_cyan = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(0.0)])\n", + "cmap_dark_blue_to_pink = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(1.0)])\n", + "cmap_cyan_to_green_blue = LinearSegmentedColormap.from_list('cyan_to_green_blue',\n", + " ['#00FFFF', '#00FA9A', '#3683e2'] # Cyan → Medium Spring Green → Your Blue Shade\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "69ca9897", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "filename = \"box-size\"\n", + "\n", + "for dark_mode in [False, True]:\n", + "\n", + " myplt = PltTools()\n", + " myplt.prepare_figure(fig_size = (18,6), dark_mode = dark_mode,\n", + " transparency = True, use_serif=True, n_colone = 2)\n", + " \n", + " # Panel 1\n", + " all_numbers = np.array([40, 61, 95, 148, 230, 356, 551, 854, 1322, 2048]) # unitless\n", + " colors = cmap_cyan_to_green_blue(np.linspace(0, 1, len(all_numbers)))\n", + " myplt.add_panel()\n", + " N, R1, eR1 = np.loadtxt(data_path+f\"R1_at_target_vs_n.dat\").T\n", + " for N0, R10, color in zip(N, R1, colors):\n", + " if ((N0 == all_numbers[0]) | (N0 == all_numbers[-1])):\n", + " myplt.add_plot(x = N0, y = R10*1000, type = \"semilogx\", linewidth_data = 3,\n", + " marker = \"o\", data_color = color[:3], markersize = 12),\n", + " # data_label = f'$T = {np.int32(T*ref_temp)}~\\mathrm K$')\n", + " else:\n", + " myplt.add_plot(x = N0, y = R10*1000, type = \"semilogx\", linewidth_data = 3,\n", + " marker = \"o\", data_color = color[:3], markersize = 12) \n", + " myplt.complete_panel(ylabel = r'$R_1~(\\mathrm{ms}^{-1})$', xlabel = r'$N$',\n", + " xpad = 15, legend=True, handlelength_legend=1)\n", + " myplt.set_boundaries(x_boundaries=(10, 6000), y_boundaries=(1.2, 1.8))\n", + "\n", + "\n", + " # Panel 1\n", + " all_numbers = np.array([40, 230, 2048]) # unitless\n", + " colors = cmap_cyan_to_green_blue(np.linspace(0, 1, len(all_numbers)))\n", + " myplt.add_panel()\n", + " for N0, color in zip(np.int32(all_numbers), colors):\n", + " t, Gij = np.loadtxt(data_path+f\"n{N0}/Gi_vs_f.dat\").T\n", + " myplt.add_plot(x = t, y = Gij, type = \"loglog\", linewidth_data = 3,\n", + " marker = \"o\", data_color = color[:3], markersize = 12,\n", + " data_label = f'$N = {np.int32(N0)}$')\n", + " myplt.complete_panel(ylabel = r'$G_{ij}$', xlabel = r'$t~(\\mathrm{ps})$',\n", + " xpad = 15, legend=True, handlelength_legend=1)\n", + " myplt.set_boundaries(x_boundaries=(0.01, 1000), y_boundaries=(1e-6, 0.05))\n", + "\n", + " myplt.add_subplotlabels(type_label_panel = \"A\")\n", + " myplt.save_figure(filename = filename, saving_path = git_path+path_figures)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/best-practices/best-practices/box-size.png b/docs/source/best-practices/best-practices/box-size.png new file mode 100644 index 0000000..c0833fd Binary files /dev/null and b/docs/source/best-practices/best-practices/box-size.png differ diff --git a/docs/source/illustrations/lennard-jones-fluids.rst b/docs/source/illustrations/lennard-jones-fluids.rst index bd7a860..bd0d368 100755 --- a/docs/source/illustrations/lennard-jones-fluids.rst +++ b/docs/source/illustrations/lennard-jones-fluids.rst @@ -4,8 +4,11 @@ Simple fluid ============ -Here, NMR relaxation rates are measured from a Lennard-Jones fluid, and compared -to the results from Ref. :cite:`grivetNMRRelaxationParameters2005`. +Here, NMR relaxation rates are measured from a bulk Lennard-Jones (LJ) fluid. +The advantage of LJ fluids, compared to molecular systems made of molecules with more than +one atom bearing the spin in interest, is the absence of intramolecular +contribution to the NMR relaxation. To validate the method, results are +compared to Ref. :cite:`grivetNMRRelaxationParameters2005`. System ------ @@ -34,7 +37,7 @@ a cutoff of :math:`4 \sigma` was used for the LJ interactions, the simulation box has a volume of :math:`(26.9~\sigma)^3` to match the reduced density of :math:`\rho^* = 0.84`. Production runs were performed in the microcanonical (NVE) ensemble, -during which 10,000 timesteps were executed, equivalent to 50 times +during which 100,000 timesteps were executed, equivalent to 500 times the reference time :math:`\sqrt{m \sigma^2/\epsilon}`. Configurations were recorded every 10 timesteps. A timestep of :math:`0.005\,\sqrt{m \sigma^2/\epsilon}` was used. @@ -57,6 +60,11 @@ agreement with those of Grivet, with however some differences observed at the lo temperature. The results show that :math:`G_{ij}^{(0)}` shifts to longer times as the temperature decreases, as expected from the slowing down of molecular motion. +.. + - May be keep only the right panel, and give tau versus T on the right instead. + - what information do we get from G(0)? Some structure info? --> does not + vary much anyway here (interesting to mention?) + .. image:: lennard-jones-fluids/nmr-correlation-functions-dm.png :class: only-dark :alt: Correlation functions of a LJ fluid simulated with LAMMPS @@ -68,15 +76,20 @@ temperature decreases, as expected from the slowing down of molecular motion. .. container:: figurelegend Figure: A) Correlation function :math:`G_{ij}^{(0)}` as extracted from the LJ - fluid simulation for all temperatures. B) :math:`G_{ij}^{(0)}` for two - different temperatures compared with the data from Grivet - :cite:`grivetNMRRelaxationParameters2005` (gray symbols). The dashed - line shows :math:`t^{-3/2}`. + fluid simulation for all temperatures. B) Correlation function,:math:`G_{ij}^{(0)}`, + for two different temperatures compared with the data from Grivet + :cite:`grivetNMRRelaxationParameters2005` (gray squares). The dashed + line shows :math:`\propto t^{-3/2}`. The NMR relaxation rate spectra :math:`R_1` and :math:`R_2` were extracted for all temperatures using ``NMRDforMD``. For all temperatures, the spectra show a decrease with increasing frequency :math:`f`. +.. + Discuss the decrease, what causes it, that its a generic signature of + molecular motion. Discuss also the plateau for lower frequency, and that + usually nothing happens for lower frequency in the case of a bulk fluid. + .. image:: lennard-jones-fluids/nmr-relaxation-rates-spectra-dm.png :class: only-dark :alt: NMR relaxation rate of a LJ fluid simulated with LAMMPS @@ -97,19 +110,26 @@ temperature and a minimum at the lowest temperature. :math:`R_1(f_0)` decreases with increasing temperature. Our results show good agreement with the data from Grivet :cite:`grivetNMRRelaxationParameters2005`. +.. + S.G.: Discuss the reason for the most efficient relaxation occuring at + intermediate frequency. (also why don't we see that in the R1 spectra?) + --> this is predicted by theory (cf Grivet) --> BBP theory ? T1 ~ f0^0 (eta/T)^(-1) + --> Compare ! discuss + S.G.: Discuss the different tendency for R2. Why R2 only decrease with T? + Why are R2 and R1 differents at low temperature, but similar at higher? + --> This is expected when correlation time tend to 0, see Grivet <-> Extreme narrowing. + .. image:: lennard-jones-fluids/nmr-relaxation-rates-at-target-dm.png :class: only-dark :alt: NMR relaxation rate of a LJ fluid simulated with LAMMPS - :width: 50% .. image:: lennard-jones-fluids/nmr-relaxation-rates-at-target.png :class: only-light :alt: NMR relaxation rate of a LJ fluid simulated with LAMMPS - :width: 50% .. container:: figurelegend Figure: NMR relaxation rates :math:`R_1` (A) and :math:`R_2` (B) at - a frequency 0.07 (dimensionless), or :math:`f_0 = 151\,\text{GHz}`. + the target frequency 0.07 (dimensionless), or :math:`f_0 = 151\,\text{GHz}`. The data from Grivet :cite:`grivetNMRRelaxationParameters2005` are shown with gray symbols. diff --git a/docs/source/illustrations/lennard-jones-fluids/lj-dark.png b/docs/source/illustrations/lennard-jones-fluids/lj-dark.png index 611255d..5c7c69c 100644 Binary files a/docs/source/illustrations/lennard-jones-fluids/lj-dark.png and b/docs/source/illustrations/lennard-jones-fluids/lj-dark.png differ diff --git a/docs/source/illustrations/lennard-jones-fluids/lj-light.png b/docs/source/illustrations/lennard-jones-fluids/lj-light.png index 2647177..cc2b84c 100644 Binary files a/docs/source/illustrations/lennard-jones-fluids/lj-light.png and b/docs/source/illustrations/lennard-jones-fluids/lj-light.png differ diff --git a/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions-dm.png b/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions-dm.png index 44aa022..baebbca 100644 Binary files a/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions-dm.png and b/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions-dm.png differ diff --git a/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions.ipynb b/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions.ipynb index 8635f2f..acc5a78 100644 --- a/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions.ipynb +++ b/docs/source/illustrations/lennard-jones-fluids/nmr-correlation-functions.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "15134151", "metadata": {}, "outputs": [], @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "af4ae0cd", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "9a1e0bcf", "metadata": {}, "outputs": [], @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "0183a3a1", "metadata": {}, "outputs": [], @@ -55,12 +55,15 @@ "sigma = 3 # LJ sigma A\n", "cmap_cool = cm.cool\n", "cmap_dark_blue_to_cyan = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(0.0)])\n", - "cmap_dark_blue_to_pink = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(1.0)])" + "cmap_dark_blue_to_pink = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(1.0)])\n", + "cmap_cyan_to_green_blue = LinearSegmentedColormap.from_list('cyan_to_green_blue',\n", + " ['#00FFFF', '#00FA9A', '#3683e2'] # Cyan → Medium Spring Green → Your Blue Shade\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "5afed1f7", "metadata": {}, "outputs": [], @@ -75,13 +78,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "af619e8d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "filename = \"nmr-correlation-functions\"\n", - "colors = cmap_cool(np.linspace(0, 1, len(all_temperatures)))\n", + "colors = cmap_cyan_to_green_blue(np.linspace(0, 1, len(all_temperatures)//2))\n", "\n", "for dark_mode in [False, True]:\n", "\n", @@ -90,9 +114,9 @@ " transparency = True, use_serif=True, n_colone = 2)\n", " # Panel 1\n", " myplt.add_panel()\n", - " for T, color in zip(all_temperatures, colors):\n", - " t, Gij = np.loadtxt(data_path+f\"T{T}/Gij_vs_t.dat\").T\n", - " if ((T == all_temperatures[0]) | (T == all_temperatures[-1])):\n", + " for T, color in zip(all_temperatures[::2], colors):\n", + " t, Gij = np.loadtxt(data_path+f\"varying-temperature/T{T}/Gi_vs_f.dat\").T\n", + " if ((T == all_temperatures[0]) | (T == all_temperatures[-2])):\n", " myplt.add_plot(x = t, y = Gij, type = \"loglog\", linewidth_data = 3,\n", " marker = \"o\", data_color = color[:3], markersize = 12,\n", " data_label = f'$T = {np.int32(T*ref_temp)}~\\mathrm K$')\n", @@ -111,9 +135,9 @@ " marker = \"o\", data_color = np.array([0.5, 0.5, 0.5]), markersize = 12)\n", " myplt.add_plot(x = t_grivet_30, y = Gij_Grivet_30, type = \"loglog\", linewidth_data = 3,\n", " marker = \"o\", data_color = np.array([0.5, 0.5, 0.5]), markersize = 12)\n", - " for T, color in zip(all_temperatures, colors):\n", - " t, Gij = np.loadtxt(data_path+f\"T{T}/Gij_vs_t.dat\").T\n", - " if ((T == all_temperatures[0]) | (T == all_temperatures[-1])):\n", + " for T, color in zip(all_temperatures[::2], colors):\n", + " t, Gij = np.loadtxt(data_path+f\"varying-temperature/T{T}/Gi_vs_f.dat\").T\n", + " if ((T == all_temperatures[0]) | (T == all_temperatures[-2])):\n", " myplt.add_plot(x = t, y = Gij, type = \"loglog\", linewidth_data = 3,\n", " marker = \"o\", data_color = color[:3], markersize = 12,\n", " data_label = f'$T = {np.int32(T*ref_temp)}~\\mathrm K$')\n", diff --git 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a/docs/source/illustrations/lennard-jones-fluids/nmr-relaxation-rates.ipynb b/docs/source/illustrations/lennard-jones-fluids/nmr-relaxation-rates.ipynb index 3d085eb..a92897e 100644 --- a/docs/source/illustrations/lennard-jones-fluids/nmr-relaxation-rates.ipynb +++ b/docs/source/illustrations/lennard-jones-fluids/nmr-relaxation-rates.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "15134151", "metadata": {}, "outputs": [], @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "af4ae0cd", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "9a1e0bcf", "metadata": {}, "outputs": [], @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "0183a3a1", "metadata": {}, "outputs": [], @@ -54,18 +54,63 @@ "ref_temp = 50.3219 # LJ temp in K\n", "cmap_cool = cm.cool\n", "cmap_dark_blue_to_cyan = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(0.0)])\n", - "cmap_dark_blue_to_pink = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(1.0)])" + "cmap_dark_blue_to_pink = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(1.0)])\n", + "cmap_cyan_to_green_blue = LinearSegmentedColormap.from_list('cyan_to_green_blue',\n", + " ['#00FFFF', '#00FA9A', '#3683e2'] # Cyan → Medium Spring Green → Your Blue Shade\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, + "id": "653ca7b8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(all_temperatures)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, "id": "423f23d4", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "filename = \"nmr-relaxation-rates-spectra\"\n", - "colors = cmap_cool(np.linspace(0, 1, len(all_temperatures)))\n", + "colors = cmap_cyan_to_green_blue(np.linspace(0, 1, len(all_temperatures)//2))\n", "\n", "for dark_mode in [False, True]:\n", "\n", @@ -74,9 +119,9 @@ " transparency = True, use_serif=True, n_colone = 2)\n", " # Panel 1\n", " myplt.add_panel()\n", - " for T, color in zip(all_temperatures, colors):\n", - " f, R1 = np.loadtxt(data_path+f\"T{T}/R1_vs_f.dat\").T\n", - " if ((T == all_temperatures[0]) | (T == all_temperatures[-1])):\n", + " for T, color in zip(all_temperatures[::2], colors):\n", + " f, R1 = np.loadtxt(data_path+f\"varying-temperature/T{T}/R1_vs_f.dat\").T\n", + " if ((T == all_temperatures[0]) | (T == all_temperatures[-2])):\n", " myplt.add_plot(x = f, y = R1*1000, type = \"loglog\", linewidth_data = 3,\n", " marker = \"o\", data_color = color[:3], markersize = 12,\n", " data_label = f'$T = {np.int32(T*ref_temp)}~\\mathrm K$')\n", @@ -88,9 +133,9 @@ " myplt.set_boundaries(x_boundaries=(2e4, 3e7), y_boundaries=(4e-2, 2e1))\n", " # Panel 2\n", " myplt.add_panel()\n", - " for T, color in zip(all_temperatures, colors):\n", - " f, R2 = np.loadtxt(data_path+f\"T{T}/R2_vs_f.dat\").T\n", - " if ((T == all_temperatures[0]) | (T == all_temperatures[-1])):\n", + " for T, color in zip(all_temperatures[::2], colors):\n", + " f, R2 = np.loadtxt(data_path+f\"varying-temperature/T{T}/R2_vs_f.dat\").T\n", + " if ((T == all_temperatures[0]) | (T == all_temperatures[-2])):\n", " myplt.add_plot(x = f, y = R2*1000, type = \"loglog\", linewidth_data = 3,\n", " marker = \"o\", data_color = color[:3], markersize = 12,\n", " data_label = f'$T = {np.int32(T*ref_temp)}~\\mathrm K$')\n", @@ -106,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "9da8f200", "metadata": {}, "outputs": [], @@ -119,20 +164,42 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "fe245769", + "execution_count": 39, + "id": "d9a779e2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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AJiNN0yOPL5sXAQCA8VH0u8bSNI29vb2IiFhYWLh0O/Pz8ydmfe4XEwEAAJguSZKc2MZhfn5+Qr0BAAAGpeh3jR0uzDWbzSu1dTwAdrvdEzNDAQAAKL79yaGHXTUzAgAAo6fod4212+2IyCe8nXanoLv9AAAAps/xLLe0tDShngAAAMNQ9Lumdnd3D5ZryaPoV61Wo1qtHnluv6gIAADAdFhbWzuytGe1Wj2xjzsAAFBM1YsPYRbtz9wslUq5bci+sLAQm5ubB4+zLIt2u20ZGAAAgDG6zFYLSZLExsZGJEly8Fy1Wo1bt27l2bWZ9MILL+Ta3vPPP59rewAAXB+KftfQ7u7uQZBrNBq5tTs3N3ek6BcRsbW1pegHAAAwRocLdxFPJmR2Op2oVCpHVmhJkiR6vV7s7e2d2Mdvbm4uVldXx9JfAAAgH4p+10yapicKc3kpl8tRKpWOLAWTZVlsbW3F8vLySN4TAACAJ3q9XmxtbZ14vt/vx/r6+kBtVKvVWF5eznWCKAAAMB6KftdAkiSxt7cX/X7/yF5+ERF7e3vx5ptvRr1ej0qlEo1GY6jlPtvtdiRJcjBz9HDb+3Z2dqLX60WtVov5+fnclhMFAADgLY8ePRrq+FKpFOVyOWq1WtRqtZibmzuxVzsAADA9XM1fA/1+P1qt1onnS6XSwdfb7fbB88MU5c67a3C//YiIbrcb3W536PYBAAAYzL179ybdBQAAYIIU/a6BRqMxsvAnVAIAAAAAAEyeot8F0jSNvb29g2VPyuXyka8fvpvt8NKWaZpGmqYR8eTONkukAAAAFI/MBwAAzAqp5AK9Xu/cJSwHsbS0FIuLizn1CAAAgLzIfAAAwKwoX3wIAAAAAAAAUGSKfgAAAAAAADDlLO95gcP7OSwsLBzs4bC/d8PxP5/2uFKpjLCHAAAAXJbMBwAAzApFvwGVSqVYXl6edDcAAAAYAZkPAACYdpb3HNDh2Z8AAADMFpkPAACYdlINAAAAAAAATDlFvwGVSqVJdwEAAIARkfkAAIBpp+g3IEu9AAAAzC6ZDwAAmHZSzQXSNJ10FwAAABgRmQ8AAJgVin4DMusTAABgdsl8AADAtKtOugPT4nAATJIk2u12dDqd6Pf7kWVZlEqlqFQqMT8/H3Nzc1Gt+mgBAACmhcwHAABMOyllCEmSxObmZnS73RNfy7IskiSJVqsVrVYrms1mrKysTKCXAAAAXIbMBwAATDNFvwvs7++wu7sb7XZ74Ne12+3odrtx69Yty8QAAAAUlMzHVT3//POT7gIAAESEot/AsiyLiIhqtRrz8/NRqVSiXC5HmqbR7XZjd3f34Jh9SZLExsZG3Lp161Lv2ev1hjq+UqlEpVK51HsBAADF0O/3o9/vD3z8sLmB08l8AADAOIwy8yn6XeBwqFtZWYlms3nimPn5+VhZWYmtra3Y2dk58rVutxvtdvvU111ka2trqOMXFxdjaWlp6PcBAACKo91ux/b29qS7cW3IfAAAwDiNMvNZg2QApVIpbt++fWGIW15ePjWADRvkAAAAGB+ZDwAAmAXu9LtAs9kcasbm4uJitNvtI7dm7m/4Xq36uAEAAIpE5gMAAGaFRDICKysrsb6+fuS5brc7dABcXl6OWq028PH2dgAAgOnXbDaj0WgMfHyv13On2ZjJfAAAwGWNMvMp+o1Ao9GISqVyZOZnkiRDt1Or1aJer+fZNQAAoOAqlYriTsHJfAAAwGWNMvPZ029EhpmtCQAAwHSR+QAAgKJR9BuR41VaezsAAADMDpkPAAAoGkW/ESmXj360lucBAACYHTIfAABQNIp+I5Km6ZHHw2zKCAAAQLHJfAAAQNEo+o1IlmUHf56bm5tgTwAAAMibzAcAABSNot8pkiSJhw8fnpi5OYxOp3Pw58XFxTy6BQAAQA5kPgAAYBYp+p2iXC5Hv9+PVqt1qdcnSRL9fj8iIprNZtRqtTy7BwAAwBXIfAAAwCxS9DtFuVyOubm5aLfbkSTJ0K/f3NyMiCcbuS8tLeXdPQAAAK5A5oOr2crS+GLWi5eyTnwx68VWdvm7ZgEAyI+i3xmazWZEvBXmBrW9vR3dbjdKpVLcvn07ymUfMQAAQNHIfDC8T2ed+IlsLZ6KP4n3xP34D+NhvCfux1PxJ/ET2Vp8Outc3AgAACMjnZyh0WhEqVSKbrcbW1tbA71ma2srWq1WVCoV4Q8AAKDAZD4Y3Oeybrwvux8fiIfxsWhH99jXuxHxsWjHB+JhvC+7H5/Ljh8BAMA4VCfdgSKbn5+PdrsdOzs70W63o9lsRqPRiEqlEhERWZZFkiTR7XZjd3c3siyLZrMZKysrE+45AAAAF5H54GKfyvbiuXgU25ENdPzL0YsfjIfxy9nt+JHS3Ih7BwDAYYp+52g2m9FutyPiSdjb2dmJnZ2dU4+t1+uxvLxsA3cAAIApIfPB+T6bdYcq+O1rRRZ/PR7Fb2VPx/tK9RH1DgCA4xT9zlGr1eLOnTvRbrej0+lEv9+PNE0jy7KoVCpRqVSi0WjE3NxcVKs+SgAAgGki88H5PhzrQxf89rUiiw/Henwu7ubcKwAAziK1XKBcLsfi4mIsLi5OuisAAADkTOaD030668QfRO9KbbwcvfhM1onvLzVy6hUAAOex6zgAAAAAR/xsbBeqHQAALqboBwAAAMCBrSyNj0c7l7Z+KdqxlaW5tAUAwPkU/QAAAAA48M3oRzentroR8Ub0c2oNAIDzKPoBAAAAcKAV+d6Z14os1/YAADidoh8AAAAAB5Zy/nXRUpRybQ8AgNMp+gEAAABw4G1RiXpObdUj4l5UcmoNAIDzKPoBAAAAcGC5VI4PRTOXtv5mNGO55NdPAADj4KoLAAAAgCN+OhYL1Q4AABdT9AMAAADgiB8oNeK9UbtSG++NWnx/qZFTjwAAuIiiHwAAAAAnfDRuxmKULvXapSjFR+Nmzj0CAOA8in4AAAAAnPC+Uj1ejNuxNGThbylK8ctxO95Xqo+oZwAAnKY66Q4AAAAAUAwvvPDCied+4s7NePHHPhAP7t668PV37q/Fc7/y2/HpB+vx6Yh4/vnnR9BLAABOo+gHAAAAwJnuPViPn/pHvxLfeObpeOl73xOff887ol+tHHy9kvTjO7/wtXj/730hnn3t4QR7CgBwvSn6AQAAAHChZ197GM++9jA++Ml/HdtL89Gp16LR7cViazfmur1Jdw8A4NpT9AMAAABgYHPdXsytKfIBABRNedIdAAAAAAAAAK5G0Q8AAAAAAACmnOU9C2x9fT1KpdKJ5xcWFmJxcXECPQIAACZle3s7dnZ2TjyfZdkEekMeZD4AAGBfHplP0a/Asiw7dTCFegAAuH6yLIs0TSfdDXIk8wEAAPvyyHyKfgVWKpVOnfV52nMAAMBsK5VKUS6f3KHhrMIRxSfzAQAA+/LIfIp+BXbz5s2o1+uT7gYAAFAAi4uLpy752O12Y21tbQI94qpkPgAAYF8eme9kyRAAAAAAAACYKop+AAAAAAAAMOUKV/RL0zSSJLFBPQAAwIyR9wAAAEZnInv6dTqd6HQ60e/3o9/vR5Ik525CWCqVolqtRqVSiUqlEo1GIxqNxhh7DAAAwCDkPQAAgMkYS9EvSZJot9vR7Xaj1+sN/fosy6LX6x28dmdnJyIiarVa1Ov1aDabUa1OpH4JAABwrcl7AAAAxTDS5NRut6Pdbl8Y/CqVSkRElMvlKJVKEfEk+KVpGmmanjkrdD8Y7uzsRK1Wi2azGXNzc1EuF27VUgAAgJki7wEAABTLSIp+W1tbB7MzDyuVSgdLtdRqtahUKkMFtjRND5aH2Q+A3W43Ip4Ews3Nzdjc3IyFhYVYXFwUBgEAAHIm7wEAABRTrkW/3d3d2NzcPJipWSqVYn5+Pur1ejQajSuHsnK5HOVyOWq1WszPzx883+l0Ym9vL3Z3dyPLstjZ2Yl2ux3Ly8vRbDav9J4AAADIewAAAEWXS9EvTdPY2Ng4mIW5v+/C4aA2SvuzSVdWVqLT6cT29nZ0u93Y3NyMvb29uHHjhlmgAAAAlyDvAQAATIcrF/16vV6sra1FlmVRr9djeXk5arVaHn27lP1A2Ov1YmtrKzqdTjx8+DBu3bo10X4BAABMG3kPAABgepSys3ZNH0Cn04n19fUolUqxuroajUYjz77l4vASNKurqzE3NzfpLp2p2+3G2traweNbt25FvV6fYI8AAICiG1WOkPfyJ/MBAADDGiZHXPpOv/0AODc3FysrK4VdTmV+fj4ajUZsbm7GxsbGVARBAACASZL3AAAAps+lkluv14v19fVYWFiI1dXVwgbAfeVyOVZXV2NhYSE2Njai1+tNuksAAACFJO8BAABMp0ult83NzVhaWorl5eW8+zNSy8vLsbKyEhsbG5PuCgAAQCHJewAAANPpUst73rx5s/CzPc/SbDYt9wIAAHAGeQ8AAGA6XSrJTWsA3Dft/QcAABiVac9L095/AACAy7rUnX4AAAAAMO22siS+Gd1oRT+WohJvi3osl/y6DACYTq5icpQkSezt7UW73Y6lpaWYn5+fdJcAAADIicwHs+PT2Vb8bHY/Pp6tRTeyg+frUYoPlW7FT5fuxg+UpmtvUwAARb+cbGxsxN7e3qS7AQAAwAjIfDAbPpftxIfTL8fL0T71693I4mPZo/hY9ijeG834aPld8b7Swph7CQBwOTY7yMHu7u6J8GcfCQAAgNkg88Fs+FT2OD6Q/vszC37HvRzt+MH0lfhU9ni0HQMAyImUckVpmsbm5uaJ5wVAAACA6SfzwWz4bLYdz6VfjO1Ih3pdK/rx19MvxeeynRH1DAAgPxNNKWmaxv379yfZhStrtVqRZdmJ50ul0gR6AwAAUAyzkPciZD6YFR9O/2jogt++VvTjw+mXc+4RAED+Jl70Oy08TYterxftdjuazWZUKpVJdwcAAKAwpj3vRch8MCs+nW3FHwy4pOdZXo52fCbbyqlHAACjMdGi37QHwMePH0epVIqVlZVJdwUAAKBQpj3vRch8MCt+NsvnruO82gEAGJWJFv12d3cn+fZX0m63I0mSM8Of/R0AAIDrbJrzXoTMB7NiK0vi49laLm39UrYWW1mSS1sAAKNQveiAjY2NSNPLrXl+nn6/H/1+P/d2x2F/I/d6vR7z8/OT7g4AAMClyHunk/lgdnwzutGNfO487kYWb0Qvli/+dRoAwEQMdJXS7XZH3Y+psrm5GRFhiRcAAGDqyXsnyXwwO1qR7wSEvNsDAMjTheuRLC0tjaMfU6PT6cTe3l4sLS1FtWpmFwAAML3kvZNkPpgt/8v/8D/l2t5SVHJtDwAgTxcmmGq1GvV6PbrdbqysrESlks/FTb/fj+3t7alb8mVzczMqlUosLi5OuisAAABXIu+dJPPBbFlqdaKSpNGvXn0fzkqSxr16LYdeAQCMxkDTFpeXl+PRo0cREdFoNHJ781KpFI8fP86tvVHbD603b96cdFcAAAByIe+9ReaD2TPX7cd7vvggXvnue1du6zu/+CCW3+sOYACguAa6UqnValGpVGJ7ezuazWZ+bz5FS6UkSRKtVivm5uZyDcLn6fV6Qx1fqVRym5kLAABMRr/fH+oOuWFzw3Hy3hMyH8yu9//+67kU/d7/e69FvDeHDgEA19ooM9/AKazZbEar1YpOp5NbAJqmsDKJjdy3traGOn5xcdGeHAAAMOXa7XZsb2+P9T2ve96LkPlgln3ba4/jzv1WPLh7+X8/d+634tnXN3PsFQBwXY0y8w28oPn+jM9Wq5Xfm5fLuc4kHZXd3d2DPS7K5auvAQ8AAFAk1znvRch8cB0894lXot5JLvXaeieJ5z7xSs49AgDI38BpZj+wlUqlXDswzlmUl7W5uRnVanVqAisAAMAwrnPei5D54Dq492A7fvwXXx668FfvJPHjv/hy3Hsw3juwAQAuY6hNFqYlsOVpc3MzsiyLGzdujP29l5eXo1arDXz8tC2fAwAAnNRsNodaYrPX6w29TORprmPei5D54Dr59q+tx0d+/qV48Ue/e6ClPu/cb8Vzn3hFwQ8AyNUoM9907aw+Zr1eL9rtdjSbzaGCWF5qtVrU6/Wxvy8AADA5lUpFcWdMZD64fu492I6f+sf/Jr7x9pV46Xufic+/+070q28thFVJ0vjOLz6I9//ea/bwAwBGYpSZT9HvHI8fP45SqXRtZ7wCAADMMpkPrq9nX9+MZ1/fjA/WvxDbi43oNKrR6CSxuN2JuW5/0t0DALgURb8ztNvtSJIktyVe0jS1ITwAAEBByHxARMRctx9z6+1JdwMAIBeKfqdI0/RgfdTHjx/H48ePh27jwYMHJ5576qmnolr1kQMAAEySzAcAAMyikU5D3NzcjF6vN8q3GIn9jdwBAAA43bTmvQiZDwAAmE0jLfq12+3odDqjfAsAAAAmQN4DAAAoFuuOnGJ1dXXo1zx8+DD6/bc2er5z587Bfg5pmkaappZ5AQAAKACZDwAAmEUSyRiUy2UbugMAAMwomQ8AACgCqQQAAAAAAACmnKIfAAAAAAAATDlFv5ykaXruYwAAAKaXzAcAABSdol9Osiw79zEAAADTS+YDAACKrjrpDsyCdrt94rnt7e1YXV2dQG8AAADIk8wH0+v555+fdBcAAMZG0W9IvV4vOp1OpGkaWZZFkiTR7XZPHLe3txcPHz6MRqMRpVIpyuVyNJvNKJfdXAkAAFBUMh8AADCtFP2G1G63T53lua9UKh38OU3TI8fOzc0JgAAAAAUm8wEAANNK0W9IKysrsbKyMuluAAAAMAIyH8DZtrJefDN2oxVJLEU13hbzsVyqTbpbAMC3KPoBAAAAAGf6dPZm/Gz6lfh49np0Iz14vh7l+FDp7fHT5XfGD5SemmAPAYAIRT8AAAAA4BSfyzbiw/2X4uV4fOrXu5HGx7JvxMf634j3xo34aOX98b7S6ng7CQAcsNkAAAAAAHDEp9IH8YH+b5xZ8Dvu5XgcP9j/jfhU+mC0HQMAzqToBwAAAAAc+Gy2Ec+ln4ntSIZ6XSuS+OvpZ+Jz2caIegYAnEfRDwAAAAA48OH+7w5d8NvXiiQ+3H8p5x4BAINQ9AMAAAAAIiLi09mb8QexeaU2Xo7H8ZnsUU49AgAGpegHAAAAAERExM+mX8mpnT/KpR0AYHCKfgAAAABAbGW9+Hj2ei5t/VL2emxlvVzaAgAGo+gHAAAAAMQ3Yze6kebSVjfSeCN2c2kLABiMoh8AAAAAEK1ICt0eAHC+kRb96vV61Gq1Ub4FAAAAEyDvAcyepagWuj0A4Hwj/cl769atUTYPAADAhMh7ALPnbTEf9SjnssRnPcpxL+Zz6BUAMCjLewIAAAAAsVyqxYdKb8+lrb9Zenssl9wRDgDjpOgHAAAAAERExE+X35lTO/9BLu0AAINT9AMAAAAAIiLiUz/zs3Hnwd6V2rjzYC/+z5/5H+KFF17IqVcAwCCmouiXpml0Op3Y3d2NXq836e4AAACQE3kPoHie+8Q3o97pX+q19U4/nvvEN3PuEQAwiOqkO3CeNE2j1WpFu90+8nypVIrl5eVoNpsT6tl4rK+vR6lUOvH8wsJCLC4uTqBHAADApGxvb8fOzs6J57Msm0Bvru66570ImQ8ornsPOvHjv/R6/PO/+fboNioDv67e6ceP/9Lrce9BZ4S9A4DZlEfmm0jRb2trKyIiyuVylMtPbjas1WpRqx3d3Hd9ff3UmZ5ZlsXm5mbs7e3FzZs3R9/hCcmy7NTBnNZQDwAAXF6WZZGm6aS7cSF5b3AyH1Bk3/61dnzkn3w9XvzRt8WDO3MXHn/nwV4894lvKvgBwCXlkfnGXvRLkuTUSuXS0tKRENhuty9c2qXT6cTGxkasrq7m3s8iKJVKp876PO05AABgtpVKpYMi2mFnFY4mQd4bjswHFN29B534qX/81fjG2+fjpe9Zjc+/eyn61bd+FlWSNL7zi614/+9vxLOv706wpwAw/fLIfGMv+nW73YM/1+v1WFlZiWr1ZDe2t7dPPLe0tBRzc3ORZVns7u7Gzs5O7O3txd7eXszNXTzjaNrcvHkz6vX6pLsBAAAUwOLi4qlLPna73VhbW5tAj06S94Yj8wHT4tnXd+PZ13fjg/9HObYXq9FplKPRSWNxO4m5bvHvQgeAaZBH5ht70a/TeXKLf71ej1u3bp16TJIk0e8f3Sz4xo0bMT8/f/C4VqvF/Px8PHr0KLa2tmY2BAIAAEwLeQ9gts1105hb7158IAAwESfvExyx/XC3vLx85jGHZ4dGPLml8XAA3Fer1WJhYSH6/f5BuAQAAGAy5D0AAIDJGXvRL0mSqFQqJzZxP+z43g6nBcB9+7c6CoEAAACTJe8BAABMztiLflmWRaVSOfeY44HuvD0OyuVylEqlE7NFAQAAGC95DwAAYHLGXvSrVCqnbuS+L03TE/s7NBqNc9usVquRJEku/QMAAOBy5D0AAIDJmUjR77zAdnzWZ6VSiXL5/G6maRpZluXSPwAAAC5H3gMAAJicsRf9qtXqiT0cDtvb2zvy+KJZnxFxYqYoAAAA4yfvAQAATM7Yi371ej2yLIt2u33ia0mSnAiBc3Nz57a3P4u0VCrl10kAAACGJu8BAABMztmbLYzI/Px8tFqt2NzcjDRNY25uLsrlcvR6vdjY2DhybKlUunDm587OTkTEuftGAAAAMHryHgAAwORMJDktLi7G5uZmtFqtaLVaZx63vLx8bju7u7sHM0grlUqufQQAAGB48h4AAMBkTKTo12w2o9frnbrky756vR7NZvPIc71eL5IkiSzLotPpHFkaZpC9IAAAABgteQ8AAGAyJrZGysrKStTr9Wi1Wic2Zm82m7GysnLiNdvb2yf2gNhXr9dH0k8AAACGI+8BAACM30Q3Rpifn4/5+flI0zT6/X6USqVz92pYXV2NNE0jIg5e0+/3I0kSezwAAAAUiLwHAAAwXoVITuVyOcrl8sDH7v9f8AMAACg2eQ8AAGA8pCgAAAAAICIinn/++Ul3AQC4pMGmWxbY7u5uPHz4cNLdAAAAIGfyHgAAwOCm/k6//X0eJiFN04GXqQEAAGA4k8x7ETIfAFe3lfbijbQdrSyJpVI17pWbsVyuTbpbAMyomSj6lUqlsbxXr9eLdrsdu7u7kWXZwfOlUikqlUrU6/VYWFiw9wQAAEAOxpn3ImQ+APLzme7D+Ee7fxgvdl6LbqQHz9ejHM81nom/N/+n4/vrT0+whwDMoqlOKmmaRqfTGcv7bG5uxt7e3qlfz7IskiSJJEmi3W5Hs9mMpaUlM0IBAAAuaVx5b/+9ZD4A8vBybz3+XuvfxB8kG6d+vRtp/IvO1+NfdL4ef7a6Gv9o6fvivbWbY+4lALNq4kW/3d3d6Ha7kSRJ9Pv9SNP04hd9y+GZl6OSJEmsr68PtaRMu92OTqcTt2/fFgIBAIBrq+h5L0LmAyA/v9G9H39r8zdjO0sGOv4Pko34y49/LX5h5T+KH6rfHXHvALgOJlb063Q6sbm5OdH9GQZxvI/NZjPm5uaiVnuy9nav14tOpxM7OztHXtfv92NjYyNu3bo11v4CAABM2rTkvQiZD4Cre+GFF+L+7Xr8sx97e3Trw00GaWVJPPfw1+LvvPh63FnrRkTE888/P4puAnANTGRKYqfTGXom5aR0u09+2Nbr9bhz506srKxEo9GIcrkc5XI5Go1GLC8vx+3bt0/sNdHtdqPX602i2wAAABMxTXkvQuYDIB+f/KE7Qxf89nXr5fjkD9/JuUcAXEdjL/qlaRobG6evaV00++GtWq3GrVu3zl22pVarxerq6onnx7UHBQAAwKRNU96LkPkAyMdrd+fizduNK7Xx8HYjXr87l1OPALiuxr685/b29om9GWq1WjSbzajValGpVAqzJ8J+eLtx48ZAxzcajZibmzuy+fu0zG4FAAC4qmnKexEyHwD5+Ox3r+TSzr/7rpV4+/29iw8EgDOMveh3OBxFPAlX8/Pz4+7GQHq9XpRKpYO9HAbRaDSO/B2PL/8CAAAwq6Yp70XIfABc3Vbaiy99+2IubX3pnYvR+a2HubQFwPU09imWh2dBLi0tFToAJkkSzWZzqNdUKpUjj6vVsddVAQAAJmKa8l6EzAfA1b2RtqNfyWcCSL9Siu0FP1cAuLyJ/hQZNlyN21NPPTX0a44v7TI3Zy1uAADg+il63ouQ+QC4ulaW5Npet1acZbABmD5j/ymyv2xKqVQq1F4OednfCD4iYmFhYSb/jgAAAKeZ9bwXIfMBcNRSKd97Kuq9NNf2ALheJlb0y7Is0nS2foilaRq7u7sR8WSJl+Xl5Qn3CAAAYHxmOe9FyHwAnHSv3IxKP8ulrUo/i8WdfO8cBOB6GXvRb2lp6eDP3W73yu11Op3Y2Ni4cjt52NzcjCzLolKpxK1btybdHQAAgLGa5bwXIfMBcNJyuRbf8cfbubT1HV/ZjkYvnwIiANfT2It+5XI5VlZWIiJia2vryu31er3Y29u7cjtXtbm5GXt7e1GtVuP27duWeAEAAK6dWc17ETIfAGf7c69s5tLOn381n3YAuL7yXXR6QM1mM9I0jVarFdvb27G4uHjptsa9ZMz++5XL5UjTNDqdTrRarej3+wezPfMKf4f3ihhEpVKJSqWSy3sDAACT0e/3o9/vD3z8sLlh1KY57x1+T5kPgEE9c38vnn7UiYe3G5du4+lHnXj7/WJMdAFgtEaZ+SZS9IuIWFxcjH6/H61W6+DxZXS73SiVSnl27Vz7sztP0+/348GDB1GtVmN+fv5K4TZi+Jmxi4uLR5bTAQAApk+73Y7t7XyWCZuUac17ETIfAJfzwV9/EP/rc2+Pbn34iSH1bhof/PUHI+gVAEU0ysw3saJfRMTKykrs7u4ezADd3/R9EFmWRZIkkWXZWENgp9OJiLdmWJbL5ej1ekeqskmSHPydVldXo9G4/CwfAACAaTSNeS9C5gPgcu6sdeNv/Ks34n/7q/eGKvzVu2n8jX/1RtxZu/peuAAwsaJfr9eLjY2NyLInm9NmWZbLRu+jtri4GM1m89TlXLa2tmJnZ+fgcZZlsb6+Hjdv3hQCAQCAa2Na816EzAfA5b3jT3bj77z4enzyh+8MtNTn04868cFff6DgB0BuJlL063Q6sb6+nlt7+0FyHM5bvmV5eTkajcaJv9vGxkbcvXt36PdaXl4eajasvR0AAGD6NZvNoQpIvV5v6GUiR2ma816EzAfA1dxZ68bf/cXX4vW7c/HvvmslvvTOxehX3rprvdLP4ju+sh1//tVNe/gBXFOjzHxjL/qlaZprACyaRqMRc3NzR/aAyLIsdnd3Y35+fqi2arVa1Ov1vLsIAAAU2P6yktNo1vNehMwHwGDefn8v3n5/Lzq/9TC2F6rRrZWj3ktjcSeJRm+8E1oAKJZRZr6xF/1O25ywVCpFs9mMWq0W1ergXer1erG5uZln93KxsrJyYuP3brc7dAAEAACYJtch70XIfAAMrtHLovG4N+luAHBNjL3od3wfh6WlpXOXTzlPrVaLXq8X7XY7j67lplwuR6lUOrIMTZqmE+wRAADA6F2HvBch8wEAAMU09qJfkiQHf15YWLh0ANxXKpUuPmgCKpXKkb/raZvAAwAAzJLrkvciZD4AmGatJIn7vU5s95NYrFTjbq0RS0OsSABQVGM/kx2eCXnVABhR3GB1vF/TuicHAADAoK5L3ouQ+QB4y/PPPz/pLjCgf7u1ER998Fp8cv1BdA9dt9RLpfjgzTvx4TvPxF9YXp1gDwGuZuxFv0qlEv1+P0qlUi4BbnFxMZrNZg49O+oym7Afdnxpl0ajcdUuAQAAFNq05L0ImQ8ArpNXdrbi73/l1Xi13Tr1690si19eux+/vHY/vqu5FP/9O78rvnthecy9BLi6sU+brNVqEfFkBmheex7kPfszSZJ4/Phx7O7uXrqNfr9/8OdqtXrw9wYAAJhV05D3ImQ+ALhOfntzLX7s1ZfOLPgd92q7Fc99/qX47c21EfcMIH9jL/otLS0d/LnX6125vSRJotPpXLmdw6rValSr1dje3r7U63u93pFlbW7cuJFTzwAAAIprGvJehMwHANfFv9/Zig9/6XOxk/YvPviQ7X4/PvKHn4tXdrZG1DOA0Rh70a9arcbCwkJEROzs7Fy5vb29vVhfX79yO8c1Go1IkuRSMz8fP3588OeFhQUzPgEAgGthWvJehMwHANfB3//KK0MX/PZt9/vx97/yas49AhitieyKvry8HM1mMzqdTuzt7V2prbyWjDluf2+Hx48fR5IkA7+u3W4fHN9sNmN52drPAADA9TENeS9C5gOAWfdvtzbi8+3L3dW/79V2K363tZFTjwBGrzqpN15ZWYk0TWNjYyNWV1djbm7uUu30er0olUo59y6OzNR89OhRrKysXLjJ+/b2drRaT9aGXlhYEP4AAIBrqeh5L0LmA4BZ99EHr+XSzv/71/5l/KV//0cREfH888/n0ibAqIy96Le1tXWw98H+huwbGxtRq9WGWhIlTdPo9/sjDYGlUimyLIssy+Lx48exvb0dy8vLUavVjmwm3+l0YmtrK5IkiUqlEisrK9FoNEbSJwAAgKKaprwXIfMBwKxqJUl8cv1BLm195e6t+MHPfzXq/cstEwowTmMv+nW73VM3dO/1epfe6P3wBup5ajQaR5ajSZLkzP0kSqVSLC0txeLi4kj6AgAAUHTTlPciZD4AmFX3e53o5nQNkZbLsdOoRb2t6AcU39iLfs1mMzY3N8f9tpeyuroaaZoe7EWRJEn0+/3IsixKpVJUKpWo1+sxNzdnlicAAHDtTVPei5D5AGBWbfcH3693EL1qJdf2AEZl7EW/ubm5qQqB5XI55ufnL9zbAQAA4LqbtrwXIfMBwCxarOT7a+9a4i4/YDqMvehXLpejVqtFr9eLSqUSzWYzyuXy0Ps0ZFkWvV4v2u32iHoKAADAMOQ9AKAI7tYaUS+Vclnis5ymsdC53DLlAOM29qJfRByEwJs3b0a1erUupGl6ZA8GAAAAJkfeAwAmbalajQ/evBO/vHb/ym298/5a1Pvu9AOmQ3kSb1qv15+8efnqb1+pWE8ZAACgKOQ9AKAIPnznmVza+a7XHuTSDsA4TKToV6vVnrx5DiEwjzYAAADIh7wHABTBX1hejVtbO1dq49bWTtx73MqpRwCjN5EEVa1W46mnnsqlrWazGbdv386lLQAAAK5G3gMAiuKHX/mjqCWXW5qzliTxw6/8Uc49AhitiU2bvOreDvv2N4oHAACgGOQ9AKAIbrfa8Vc/+8WoJclQr6slSfzVz34pbrfaI+oZwGhYKwUAAAAAgJn09vWteO53Xx14qc9bWzvx3O++Gm9f3xpxzwDyl8/0SwAAAAAAKKDbrXb8rd/5g3jjxlK8+syd+MrdW5Ee2ju4nKbxzvtr8V2vPbCHHzDVLlX0S9N0qjdUn/b+AwAAjMq056Vp7z8AMDr3Hrfi3uNW/ODnvxo7jVr0qpWoJf1Y6PSi3r/c3n8ARXKpJPTo0aNot6dzPeN2ux0PHz6cdDcAAAAKSd4DAGZdvd+P1fZePL21E6vtPQU/YGZcqui3uroam5ubsbU1Xesab21txebmZqyurk66KwAAAIUk7wEAAEynSxX9arVa3LhxI3Z2dmJ9fT3SNM27X7nb2NiInZ2dWFlZiUajMenuAAAAFJK8BwAAMJ0utadfRMT8/HyUy+VYX1+Phw8fxo0bN2Jubi7PvuWi0+nExsZGZFkWN27ciPn5+Ul3CQAAoNDkPQAAxm2714+H7V7sJP1YqFbi6WYtFmuVSXcLpsqli34REY1GI27fvh1ra2uxsbERjUYjlpaWolar5dW/S0uSJFqtVuzt7UWpVIqbN2+a8QkAADAgeQ8AgHH4/Yfb8c++/Ch+9bXH0Uuzg+dr5VL8lWduxE+863Z8z9OLE+whTI8rFf0iniz98vTTT8fGxkZ0Op3odDrRaDRiYWFhIqGr0+nE9vZ2dLvdg/7dvHkzyuVLrWQKAABwbcl7AACMyhc22vFf/c434ouPd0/9ei/N4pNf34hPfn0j3n1jPv6bv/hsvGe1OeZewnQpZVmWXXzYYHZ3d2NzczP2myyVStFsNmN+fn6ks0F7vV7s7u5Gu92Ow3+dlZWVaDan5yTQ7XZjbW3t4PGtW7eiXq9PsEcAAEDRjStHyHtXJ/MBADzxO/db8V/81h9HOxl8/+iFajn+fz/47fEX7y6NsGdQPMPkiCvf6XfY/Px8NBqN2N7ejp2dnciyLHZ2dmJnZyciIur1ejQajahUKlGr1aJaHf7tkySJXq938N/+DM/Dms1mLC0tme0JAACQE3kPAIA8fH69PXTBLyJiJ0njv/ytP45/+pff5Y4/OEOud/odlqZp7O3txc7OTiRJcn4nSqUol8tRLpcP/pymaWRZFmmaHvz5PJVKJZrNZjSbzakNf8ertaVSKUql0onjFhYWYnHRGsYAAHCd7Bfbjsuy7EheGsfdY/Le5ch8AAARP/YvvxBferx36dff6GzGX/vGbx557vnnn79qt2Di8sh8ud7pd1i5XD4IZb1eL9rtdnQ6nej3+6d2uN/vn/q181QqlWg0GtFsNguxmXzejg/k4ecBAIDrZb9IVgTyXj5kPgDguvn9h9tXKvhFRDxurMSbczfjqb31nHoFxZBH5htZ0e+wWq0WKysrEfFkRmiv1zsIhP1+P5IkuTDU1Gq1qFQqB0vFNBqNqZ7hOYizZn2e9hwAADDb9u+SO+6swtG4yHuXJ/MBANfNP/vyo1za+fLKOxT9mDl5ZL6xFP0OK5fL0Wg0otFonPjafgUzTdODv9h1CHpnuXnzpk3dAQCAiIhYXFw8dcnH40tGTpK8NxyZDwC4TrZ7/fjV1x7n0tZri/ei92Y1aun5S83DNMkj84296HcewQ8AAGA2yXsAANfbw3Yvemk+K1Sk5UrsVhqKfnCMtAUAAAAAAIzUTjLcHs8X6ZULdU8TFIKiHwAAAAAAMFIL1Uqu7bnLD05SCgcAAAAAAEbq6WYtauVSLkt8ltN+zPc7OfSKi2x30njU6ke7m0azXo7bS5VYbLifrKgU/QAAAAAAgJFarFXirzxzIz759Y0rt/XM9hvu9Buxz32jEx///e34jS+2o3doZdZaJeKH3t2MD33PYrzv2cbkOsipFP0AAAAAAICR+4l33c6l6Peuza9dvTOc6g/vd+NnPrEeX37QO/XrvX7Er77ajl99tR3vulOL//pHb8afvlsfcy85i3swAQAAAACAkfuepxfj3Tfmr9TGjc5mPLW3nlOPOOylr+7FT/78wzMLfsd9+UEvfvLnH8ZLX90bcc8YlKIfAAAAAAAwFv/NX3w2qpdcmrPa78X33f9szj0iIuJL97vxD37xUbS7w+252O5m8Q9+8VH84f3uiHrGMBT9AAAAAACAsXjPajM+8M3fjWp/sLvJ9lX7vfjAGy/FandrRD273n7mf18fuuC3r93N4mc+4e7LIlD0AwAAAAAAxubu7qP4S69/Jm50Ngc6/kZnM/7S65+Ju7uPRtyz6+lz3+jEHz0crgh73Jcf9OLl1zo59YjLqk66AwAAAAAAwPWy2t2Kv/aN34w3527Gl1feEa8t3ou0XDn4ejntxzPbb8S7Nr9mD78R+/jvb+fSzv/n534n3pf95pHnnn/++VzaZjCKfgAAAAAAwEQ8tbceT+2tR+/NauxWGtErV6OWJjHf70Ttknv/MbjtThq/8cV2Lm3dL70jetm/jlpc7a5BLk/RDwAAAAAAmKhamijyTcCjVj96/XzaSkuV6MS8ot8E2dMPAAAAAADgGmp301zbS6KWa3sMR9EPAAAAAADgGmrW8y0TVd3lN1GKfgAAAAAAANfQ7aVK1Cr5tFXO+tGI3Xwa41Ls6QcAAAAAAIzN888/P+ku8C2LjXL80Lub8auvtq/c1t3sa/bzmzBFvyH1er3o9XqRJElkWRalUinK5XLUarVoNBqT7h4AAABXIPMBAHDdfOh7FnMp+j2bfSGH3nAVin4D2t7eju3t7ciy7Nzjms1mLCwsRLXqowUAABiFJEmi1WpFuVyONE1jdXX1ym3KfAAAXFfve7YR77pTiy8/uPxdekvZWtyMhzn2isuwp98FkiSJhw8fRqvVujD8RUS02+148803Y3fXurUAAACn6fV6sbu7G51OJ5IkuVQbe3t70W63Y29v70p9kfkAACDiv/7Rm9Gsly712mrWjfemv51zj7iMazE1MU3TePjwYdy9e3eo1/V6vVhbWxso+B33+PHjiIiYn58f+rUAAACzqN1ux+bm5onnK5VKNJvNWFxcHKidcjmf+asyHwAAPPGn79bjv/tPbsf/65/+SSSl+sCvq2bd+PPpp2I51kfYOwZ1bYp+lwlxnU7nyOuazWY0m82oVCpRLpcP9nlot9vR7XZPvP7x48fRaDRyC6QAAADTam1t7dTcFBHR7/ej1WpFu92O1dXVqNVqY+mTzAcAAG95/5+ai+9L/2W8XP5AtEq3Ljx+KVuL96a/reBXINei6HeZgl/Ek+C57/bt2yeCZ61Wi1qtFvPz87G7uxubm5sn3mt7ezuWl5cv9f4AAACzYHt7+9SiWan0ZPmg/RzV7/fj0aNHsbq6GnNzc2e2l1eRTeYDAICjlmM9PpD+SqzH0/GN0nvifukdkZYqB18vZ/24m30tns2+YA+/AroWRb/L7rWwv7fEysrKhTNN95d02V/iZd/e3p4ACAAAXFtpmkar1Try3NLSUjSbzYPiXZqm0el0YmdnJ3q9XmxsbMTS0tLAy31elswHAACnuxkP42b2MHrZv45OzEcStahGLxqxG7XoTbp7nKEwRb+NjY1I0zT3dvv9/pHZm8O+tlQqRbPZHOj4+fn52NvbO7KRfL/fjzRNLfcCAABcS51O58jj0+6oK5fLMT8/f+SOularFf1+P1ZWVs5tf/9uwcuQ+QAA4Hy16CnyTZHCFP0i4sz9HSal3++fu6TMaebm5o4EwP12BEAAAOA66vXe+gXBwsLCQHfUNRqN2NjYiHa7HWmaxurq6pnHX3Y7hwiZDwAAmC2FSSVLS0uT7sIR+3cdDhsAx7XhPAAAwDQ4vPLK/hKZFymXy3Hr1q1YWFiIvb29WF9fz71fMh8AADBrCnOnX7VajXq9Ht1uN1ZWVqJSqVz8ogH0+/3Y3t4eeonPcrkcd+7cGXq2ZrV68iPN6+8CAAAwzYbNRsvLy1GtVmNzczPW19fj5s2bB18rlUpXustP5gMAAGZNYYp+EU8C3aNHjyIiotFo5NZuqVQ6sdn6IC6zPMtp+xJa5gUAALiurpqHms1mVCqVWF9fj0ePHsXNmzdzy1gyHwAAMEsKlUxqtVpUKpXY3t7Otd3TZmKOyuH9KiKGXyoGAABgltTr9YM/D7sCy75GoxG3b9+OXq8Xjx49OrXwNi4yHwAAUFSFutMv4skszlarFZ1OJ7e7/ca51MrxALi4uDi29wYogq2sF9+M3WhFEktRjbfFfCyX7H0DANfV4Vy3vb0dq6url2qnVqvF7du3Y21t7WCFmEmQ+QAAmGXPP//8pLvAFRS26NdqtXIr+pXL5Wg2m7m0dZHDdynW6/UrbfJ+PExepFKp2EsCmJhPZ2/Gz6ZfiY9nr0c33pp9X49yfKj09vjp8jvjB0pPTbCHxbWV9uKNtB2tLImlUjXulZuxXFYoBbiu+v3+UHfEDZsbxq1cLsfS0lK0Wq3Y29uLzc3NWFpautSSmPuFv0ePHl1pP7+rkPkAAICrGGXmK1zRb79AlyRJru2urKzk2t5pdnd3jwTPy85g3be1tTXU8YuLi7G0tHSl9wQY1ueyjfhw/6V4OR6f+vVupPGx7Bvxsf434r1xIz5aeX+8r3S18+Os+Ez3Yfyj3T+MFzuvnSiUPtd4Jv7e/J+O768/PcEeAjAJ7XY79y0PJm1xcTF6vV7s7e1Fu92Odrsd9Xo9ms1mzM/PD9VWtVqN27dvx/r6+qWXC70smQ8AALiqUWa+whX9IsZToBuFVqt18OeVlRWbucMM2MqS+GZ0oxX9WIpKvC3qsVwq5KlzIj6VPojn0s/Edgw2UePleBw/2P+N+OXy98ePlO+MuHfF9XJvPf5e69/EHyQbp369G2n8i87X4190vh5/troa/2jp++K9tZtj7iUA5Gt1dTXSNI1+vx9JklypYLdf+Hv06NFYC38yHwAAUGR+c52Tra2tg7DZbDbHtpwoMBqfzrbiZ7P78fFsLbrx1mzuepTiQ6Vb8dOlu/EDpeUJ9nByXnjhhYiIeONOI37uP/u26DaGW2KqFUn8x7u/Hh/5J1+Pew86126d8N/o3o+/tfmbsZ0NVij9g2Qj/vLjX4tfWPmP4ofqd0fcOwAYrXK5HOVy+UpLYh5u6/bt27G3t5dDzy4m8wEAAEWn6JeDXq8XOzs7EfFkT4e87lRcXl4eKgzb2wGu7nPZTnw4/XK8HO1Tv96NLD6WPYqPZY/ivdGMj5bfFe8rLYy5l8Xw4o++beiC375uoxIv/ujb4qf+8Vdz7lWxfa63PlTBb18rS+Jvb/5m/NqNv+yOvzFqJUnc73Viu5/EYqUad2uNWKq6dAJGr9lsDrW/ea/XG3qZyFkxrv3bZT4AACAvo8x8fnN1RWmaxtraWkQ8WWLm1q1bubVdq9WiXq/n1h5wvk9lj+O59IuxfWhvtfO8HO34wfSV+OXyd8SPlG6MtnMF8/W3z8eDO3NXauPBnbn4xtuH28Nn2v291u8MXfDb18qS+HutfxP/9uZ/nHOvOO7fbm3ERx+8Fp9cfxDdQ/s21Uul+ODNO/HhO8/EX1i2LyUwOpVKRXGnQGQ+AAAgT6PMfFO/AcHu7m688cYbE3v/tbW1yLIsKpVKruEPGK/PZttDFfz2taIffz39Unwu2xlRz4rppe/Jp+CRVztF98ILL8T/4x/+t/Hvk8dXaucPko34z//hf5tPpzjhlZ2t+JE/+J34sc+/FL+8dv9IwS8ioptl8ctr9+PHPv9S/Mgf/E68snM976oBGKdJ570ImQ8AAJgeU1/0G9f+DafZ2NiIJEmiVCrF7du3beIOU+iFF16IF154If7aG58ZuuC3rxX9+Kvf/PTBXnezbq9eji+8eymXtj7/7qXYynq5tFV0n/3ufJYB+3fflU87HPXbm2vxY6++FK+2WwMd/2q7Fc99/qX47c21EfcM4HqbZN6LkPkAAIDpMpLEkiRJ7O7uRrvdjk6nE2l6uV+kX2R3d3diIXBzczP29vaEP5gBX3/mRjy4c7Ui1oO7S/GNt1+PYkxrqRr9aj7nvH61HG/Ebi5tFVmnVoovfftiLm196Z2LsZVej0LpuPz7na348Jc+Fztpf6jXbff78ZE//Jw7/oBr5zrkvQiZDwAAmD657unX6/ViY2Mj+v2TvzRrNBqxsLAw1OaE59na2jrYSH3ctra2ot1uH4S/atXWiHDYVpbGN6MfrUhjKcrxtqjEcqm4vyR56Xvenk873/tMLu0UXbee71i24nJ73E2T7YVq9CulXNrqV0pxP92N5XItl/aI+PtfeWXogt++7X4//v5XXo1P/dm/mHOvAIrnuuS9/feX+QAAgGmTW3Lp9Xrx6NGjM7/e6XSi0+nEwsJCLC8vX+l9zgqa49Butw/C561bt4Q/OOTTWSd+Nrbj49GO7qHn6xHxoawZPx2L8QOlfH4RlJe9eiW+8O47ubT1+Xffia0sieXSbJ8X6t18Z/Mv5Tv/pJC6tZwLpddkSdRx+LdbG/H59vaV2ni13Yr/53///417j58sDfr888/n0TWAQrkueS9C5gMAAKZXbullc3NzoON2dnai3+/H6urq0O8x6dme7Xb74O958+bNqNXcZQEREZ/LuvHhWI+X4/RCRDciPhbt+Fi0471ZLT4aN+N9pfp4O3mG1lIj56Uqe7E840WspVYSlSTN5XOrJGncq8zn0Ktiq/dyLpSW/PzJy0cfvJZLO68+c+eg6Mdobff68bDdi52kHwvVSjzdrMVirTLpbsHMuw55L0LmAwAAplsuv5nudDrR6538ZX+lUolKpRL9fv/ITM29vb3Y2toaeAboRbM9l5authfXIHZ3d4+Ev7yWrYFp96lsL56LR7Ed2UDHvxy9+MF4GL+c3Y4fKc2NuHcX69bzLdC1YnKz0sdlrpvGe77Yile+++p7GH7nF1ux/L7Z/2Xa4k4SlX6WyxKflX4Wd8uzXygdh1aSxCfXH+TS1lfu3oof/PxXoz7BO1Nm3e8/3I5/9uVH8auvPY5e+tbPnFq5FH/lmRvxE++6Hd/zdD57ZwJHXYe8FyHzAQAA0y+X33a32+0jj5eWlmJx8egvXdI0PQh/WZbFzs5OzM/PXzhz8rzZnnNzc7GysjLyDdU7nU48fvw4IiJu3Lgh/HHtvfDCCxER8cbdm/Fz//cPRrcxXNGmFVn8x50/iY989F/GvQfrE10Kr97Ndz+5pbged5u8//c3cin6vf/3NyLed/X+FF2jl8V3/PF2fP5dV/+l5Xd8ZTuW781+oXQc7vc60c0Gm7BwkbRcjp1GLeptRb+8fWGjHf/V73wjvvh499Sv99IsPvn1jfjk1zfi3Tfm47/5i8/Ge1abY+4lzLZZz3sRMh8AADAbcklPh2dk3rhx40QAjIgol8vRbDbj6aefPtgT4bwlYnq9Xjx8+PDUAFipVOLmzZuxuro68gDY6/VifX09IiJWVlZifn7wuyvSNI0kSSJJklNnxsK0e/H/+oNDF/z2dRv1ePHHPpBzj4a31OpEJcln6cVKksa9uB7FmG97fTfuPNi7Uht3HuzFs6+f/kv8WfTnXhlsWbSL/PlX82mHiO1+vkX/XvV6FP3H6Xfut+Lv/NqXzyz4HffFx7vxn/7al+N37ltqFfI0y3lvvy8yHwAAMAtyudMvTZ/8wrxWq10YkMrlcjz11FPx8OHD6PV60el0TsyiPG+251U3hh9GkiSxtrZ28HhnZyd2dnYiO3RXwP7fPSKOPH9cqVSKu3fvjqajMAFff+ZOPLh780ptPLh7K77xzNM59ehy5rr9eM8XH8Qr333vym195xcfxPJ7Z3s/v8Oe+8Q34+f+s2+LbmP4Qke904/nPvHNEfSquJ65vxdPP+rEw9uXv3Pg6UedePv9qxVbectiJd9/r7XEXX55+vx6O/6L3/rjaA85MWMnSeO//K0/jn/6l9/ljr8x2u6k8ajVj3Y3jWa9HLeXKrHYGH2xhvGY1bwXIfMBAACzJZffdu3P/FxYWBj4NSsrK7G+vh57e3sHIfC8vRxqtVrcuHHjYNboqCVJEo8ePToS6pIk3zsCYJq99L3vzqmd9+TSzlW8//dfz6Xo9/7fey3ivTl0aErce9CJH/+l1+Of/823D1X4q3f68eO/9Hrce9AZYe+K6YO//iD+1+feHt368L8Ir3fT+OCv57P/HE/crTWiXirlssRnOU1joeMOjzz93V/53Wg3LreM8E6Sxkde/N34a9/4zYPnJrmU9Cz73Dc68fHf347f+GI7eocu4WuViB96dzM+9D2L8b5nLZM47WYx70XIfAAAwOzJdfrtMAGt0WjE3NxcdDpPfum7tbUVjx49OjUALi0txe3bt8cWANM0PRH+gLfs1Wvxhfe8I5e2Pv+ed8RWls/ympf1ba89jjtXXAruzv1WPPv69Vt28du/1o6P/JOvD7zU550He/GRf/L1+PavtS8+eAbdWevG3/hXb0S9O9z3fL2bxt/4V2/EnbXuiHp2PS1Vq/HBm3dyaeud99eifso1DJfz+w+34/ElC377HjdW4s25q92Rztn+8H43/tP/+X785M8/jF999WjBLyKi14/41Vfb8ZM//zD+0//5fvzhfeevWTAreS9C5gMAAGZTrkW/SmW4Jd6azWb0+/0z93Ko1Wrx1FNPnbpnxCj1+/2hwl+pVDr1v8OESWZJa6kZ/Zz2rupXK/FGTP4X5c994pWody43s7veSeK5T7ySc4+mx70Hnfipf/zV+Lv/y9fiz7yyeWKPxEqSxp95ZTP+7v/ytfipf/zVa3mH32Hv+JPd+Dsvvh5PPxrsc3j6USf+zouvxzv+5PrsfzhOH77zTC7tfNdr7sLM0z/78qNc2vnyyjtyaYejXvrqXvzkzz+MLz8Y7O7WLz/oxU/+/MN46auWJ552s5L3ImQ+AABgNuUylbJUKkWWZUNvsr6/zMtZsz0nEf4inoTPe/euvtQfzKpuo5Zre62Y/C9I7j3Yjh//xZfjn/8n741uY/BTY72TxI//4stx78H2CHs3HZ59fTeefX03Pvh/lGN7sRqdRjkanTQWt5OYG/LOtll3Z60bf/cXX4vX787Fv/uulfjSOxejX3nrF4eVfhbf8ZXt+POvbtrDb8T+wvJq3NraibXlwZesO+7W1k7ce3y1u4V5y3avH7/62uNc2npt8V703qxGLbVcX16+dL8b/+AXH0W7O9zP7nY3i3/wi4/iH/7fno4/fbc+ot4xKrOW9yJkPgAAYDblun5KmqZDB8HjJrGXAzCces77Vi1F6eKDxuDbv7YeH/n5l+LFH/3ueHB36cLj79xvxXOfeEXB75i5bhpz65ZxG8Tb7+/F2+/vRee3Hsb2QjW6tXLUe2ks7iTR6E2+GH5d/PArfxQv/offHb1L3MFcS5L44Vf+aAS9ur4etnvRS/P5/k/LlditNBT9cvQz//v60AW/fe1uFj/zifX4p//53Zx7xbjIewAAAMWWa9Lq9/tDh8D9WaMRk5/tCQxmqdWOStLPZYnPStKPezktFZqHew+246f+8b+Jb7x9JV763mfi8+++E/3qW+e1SpLGd37xQbz/9167lnv4MRqNXhaNx/kW0xnc7VY7/upnvxj/6s99R/SG+CV0LUnir372S3G7dT33qByVnSTfJZ97ZYWFvHzuG534o4dXO1d9+UEv/v4L/2PcjIdHnn/++eev1C7jIe8BAAAUWy6/BSmXy9Hv92N7ezsWFxejVhtu6b9KpRKrq6tDvw5myVZEfDMiWhGxFBFvi4jlifbobHPdXrznC1+LV/7MO6/c1nd+4Wux/GffcfVO5ezZ1zfj2dc344P1L8T2YiM6jWo0Okksbndirjv5PQiBfL19fSue+91X49e/+z8YaKnPW1s78cOv/JGC3wgs5DwRxF1++fn47+dzZ/s3Su+Jm9nDiw+kMOQ9AACA6ZDr1Oe9vb3Y23uy91CtVjvx32lWVlZifn7+0u+ZJEns7e2ZMcrU+nRE/GxEfDwiDi+IWI+ID0XET0fED0ygXxd5/+99MZei3/t/7wsRf/b/cvUOjchctx9z636pf5i7MZhVt1vt+Fu/8wfxxo2lePWZO/GVu7ciPXRHSzlN45331+K7XntgD78RerpZi1q5lMsSn+W0H/P9Tg69YruTxm98MZ+fh/dL74he9q+jFu5wnjbyHgAAQLGNbL2jXq8Xvd7RIF8qlU4Ew6sEwP33abVaQiBT53MR8eGIePmMr3cj4mPf+u+9EfHRiHjf6Ls1sG977UHcub8WD+7eunQbd+6vxbOvmekPFMu9x62497gVP/j5r8ZOoxa9aiVqST8WOr2o993pO2qLtUr8lWduxCe/vnHltp7ZfsOdfjl51OpHL6dv/7RUiU7MK/pNOXkPAACgeMa6yUmWZdHtdqPb7R55vlKpHAmGlUpl4I3d+375xhR44YUXjjz+4z/1p+Kf/+2/Hd1GY6DXvxwRf6HTiR//hV+Ib//qVwtzp9Vzv/Lb8XMf/mB0G8Mv1VTvdOO5X/ntEfQKIB/1fj/qbdcZk/AT77qdS9HvXZtfu3pniIiIdjfNtb0kLPM4i+Q9AACAycql6Jemb/0SoFKpRJqmB5u1D6Lf70e/3z9YKmbf8WBYq9VObBwvBDJt3rh7d6iC375uoxH//G//7fjIz/3ciHo2vHsP1uPH/8X/Gf/8b/1IdBv1gV9X73Tjx//Fp+Leg/UR9g6KoyiFepgW3/P0YtzobMbjxsql27jR2Yyn9vycyUuzXr74oCFU3eU3VeQ9AACA6ZDrnX537tw5CGlpmka/349erxdJkhws/zJMODxvyZhqtRppmp4IjlB0L/7Yjw1d8NvXbTTixeeei/8p5z5dxbd/9Y34yEf/Zbz4Yx8YaKnPO/fX4rlf+e3CFPwUYwCK6fvufzb+z2d+IJLy8Jer1X4vvu/+Z0fQq+vr9lIlapXIZYnPctaPRuxevSHGTt4DAAAottyKfsdnZZbL5SiXyyc2dD8cDvf/S5Jk4HB41pIxMA2+/swz8eDu3Su18eDu3fhMRHx/Pl3Kxb0H6/FT/+hX4hvPPB0vfe974vPveUf0q5WDr1eSfnznF74W7/+9L9jDD4CBrHa34gPf/N347Xvvj6Qy+FKQ1X4vPvDGS7Ha3Rph766fxUY5fujdzfjVV9tXbutu9jX7+U0heQ8AAKD4cin6ZVkWpVJpoGPPC4eHg+F+UIRZ8tL7359LOz8bxSr67Xv2tYfx7GsP44Of/NexvTQfnXotGt1eLLZ2Y67r3zMAw7m7+yj+0uufiX9z988NtNTnjc5mfN/9zyr4jciHvmcxl6Lfs9kXcugN4yTvAQAATIfc7vQ7vvfCZV7faDSicWzZw/2lYg7PFrWvA9Nor16PL7znPbm09UsR8T9GxHIureVvrtuLuTW/xAGmg2V+i221uxV/7Ru/GW/O3Ywvr7wjXlu8F2n5rbvJy2k/ntl+I961+TV7+I3Y+55txLvu1OLLDy7/M34pW4ub4a7/aSTvAQAAFF8uRb979+7l0cypqtVqVKsnu9nr9aLdbke7ffXZxjAOraWl6J/yvXwZ3Yh4I4pb9AOAvD21tx5P7a1H781q7FYa0StXo5YmMd/vRC1NJt29a+O//tGb8ZM//zDa3cH3bdtXzbrx3vS3R9ArRk3eAwAAmA5Xm645QbVaLVZWVmJubm7SXYGBdI/Nar6qVq6tAcB0qKVJLPd24lZnM5Z7Owp+Y/an79bjv/t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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "filename = \"nmr-relaxation-rates-at-target\"\n", - "colors = cmap_dark_blue_to_pink(np.linspace(0, 1, 50))\n", "\n", "T_grivet, R1_grivet = np.loadtxt(\"grivet-2005-data/data-R1-R2/R1.dat\").T\n", "R1_grivet *= K / (3e-10)**6 * (ref_time*1e-15) /6 \n", "T_grivet, R2_grivet = np.loadtxt(\"grivet-2005-data/data-R1-R2/R2.dat\").T\n", "R2_grivet *= K / (3e-10)**6 * (ref_time*1e-15) / 6\n", - "_, R1 = np.loadtxt(data_path+f\"R1_vs_temperature.dat\").T\n", - "T, R2 = np.loadtxt(data_path+f\"R2_vs_temperature.dat\").T\n", + "_, R1, dR1 = np.loadtxt(data_path+f\"varying-temperature/R1_at_target_vs_temperature.dat\").T\n", + "T, R2, dR2 = np.loadtxt(data_path+f\"varying-temperature/R2_at_target_vs_temperature.dat\").T\n", + "\n", + "colors = cmap_cyan_to_green_blue(np.linspace(0, 1, len(T_grivet)))\n", "\n", "for dark_mode in [False, True]:\n", "\n", @@ -142,19 +209,55 @@ " # Panel 1\n", " myplt.add_panel()\n", " myplt.add_plot(x = T_grivet*ref_temp, y = R1_grivet*1000, type = \"plot\", linewidth_data = 3,\n", - " marker = \"o\", data_color = np.array([0.5, 0.5, 0.5]), markersize = 14)\n", + " marker = \"s\", data_color = np.array([0.5, 0.5, 0.5]), markersize = 14)\n", + " for T0, R10, color in zip(T, R1, colors):\n", + " myplt.add_plot(x = T0*ref_temp, y = R10*1000, type = \"plot\", linewidth_data = 3,\n", + " marker = \"o\", data_color = color[:3], markersize = 14, data_label = r'$R_1$')\n", + " myplt.complete_panel(ylabel = r'$R_1~(\\mathrm{ms}^{-1})$', xlabel = r'$T~(\\mathrm{K})$',\n", + " xpad = 15, legend=False, handlelength_legend=1)\n", + " myplt.set_boundaries(x_boundaries=(15, 170), y_boundaries=(0, 6))\n", + "\n", + " myplt.add_panel()\n", " myplt.add_plot(x = T_grivet*ref_temp, y = R2_grivet*1000, type = \"plot\", linewidth_data = 3,\n", " marker = \"s\", data_color = np.array([0.5, 0.5, 0.5]), markersize = 14)\n", - " myplt.add_plot(x = T*ref_temp, y = R1*1000, type = \"plot\", linewidth_data = 3,\n", - " marker = \"o\", data_color = colors[0][:-1], markersize = 14, data_label = r'$R_1$')\n", - " myplt.add_plot(x = T*ref_temp, y = R2*1000, type = \"plot\", linewidth_data = 3,\n", - " marker = \"o\", data_color = colors[-1][:-1], markersize = 14, data_label = r'$R_2$')\n", - " myplt.complete_panel(ylabel = r'$R_1, ~ R_2~(\\mathrm{ms}^{-1})$', xlabel = r'$T~(\\mathrm{K})$',\n", - " xpad = 15, legend=True, handlelength_legend=1)\n", - " myplt.set_boundaries(x_boundaries=(20, 160), y_boundaries=(0, 6))\n", - " # myplt.add_subplotlabels(type_label_panel = \"A\")\n", + " for T0, R20, color in zip(T, R2, colors):\n", + " myplt.add_plot(x = T0*ref_temp, y = R20*1000, type = \"plot\", linewidth_data = 3,\n", + " marker = \"o\", data_color = color[:-1], markersize = 14, data_label = r'$R_2$')\n", + " myplt.complete_panel(ylabel = r'$R_2~(\\mathrm{ms}^{-1})$', xlabel = r'$T~(\\mathrm{K})$',\n", + " xpad = 15, legend=False, handlelength_legend=1)\n", + " myplt.set_boundaries(x_boundaries=(15, 170), y_boundaries=(0, 6))\n", + " myplt.add_subplotlabels(type_label_panel = \"A\")\n", " myplt.save_figure(filename = filename, saving_path = git_path+path_figures)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02db4775", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [] } ], "metadata": { diff --git a/docs/source/index.rst b/docs/source/index.rst index 4d04bfe..4a90273 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -66,7 +66,7 @@ tutorials or simply to test NMRDfromMD. :caption: Best practices :hidden: - theory/best-practice + best-practices/best-practices .. toctree:: :maxdepth: 2 diff --git a/docs/source/references.bib b/docs/source/references.bib index 90383ce..f4bc414 100644 --- a/docs/source/references.bib +++ b/docs/source/references.bib @@ -1612,6 +1612,18 @@ @article{falcianiMultiscalePerspectiveGas2020 doi = {10.1039/C9ME00186G}, } +@article{falcianiMultiscalePerspectiveGas2020a, + title = {A Multi-Scale Perspective of Gas Transport through Soap-Film Membranes}, + author = {Falciani, Gabriele and Franklin, Ricardo and Cagna, Alain and Sen, Indraneel and Hassanali, Ali and Chiavazzo, Eliodoro}, + year = {2020}, + journal = {Molecular Systems Design \& Engineering}, + volume = {5}, + number = {5}, + pages = {911--921}, + issn = {2058-9689}, + doi = {10.1039/C9ME00186G}, +} + @article{falkMolecularOriginFast2010, title = {Molecular {{Origin}} of {{Fast Water Transport}} in {{Carbon Nanotube Membranes}}: {{Superlubricity}} versus {{Curvature Dependent Friction}}}, shorttitle = {Molecular {{Origin}} of {{Fast Water Transport}} in {{Carbon Nanotube Membranes}}}, @@ -1655,6 +1667,21 @@ @article{fanInvestigationInteractionPolar2016 doi = {10.1021/acs.jpcc.6b06119}, } +@article{fanMolecularDynamicsStudy2020, + title = {Molecular {{Dynamics Study}} on {{CO}}{\textsubscript{2}} {{Foam Films}} with {{Sodium Dodecyl Sulfate}}: {{Effects}} of {{Surfactant Concentration}}, {{Temperature}}, and {{Pressure}} on the {{Interfacial Tension}}}, + shorttitle = {Molecular {{Dynamics Study}} on {{CO}}{\textsubscript{2}} {{Foam Films}} with {{Sodium Dodecyl Sulfate}}}, + author = {Fan, Chao and Jia, Jihui and Peng, Bo and Liang, Yunfeng and Li, Jingwei and Liu, Shuangxing}, + year = {2020}, + month = jul, + journal = {Energy \& Fuels}, + volume = {34}, + number = {7}, + pages = {8562--8574}, + issn = {0887-0624, 1520-5029}, + doi = {10.1021/acs.energyfuels.0c00965}, + copyright = {https://doi.org/10.15223/policy-029}, +} + @article{fanostGreenEarthPigments2021, title = {Green Earth Pigments Dispersions: {{Water}} Dynamics at the Interfaces}, shorttitle = {Green Earth Pigments Dispersions}, @@ -2433,6 +2460,20 @@ @article{guoLocalMicrophaseSeparation2014 doi = {10.1021/jp505203t}, } +@article{hadjiSoapFilmMembranesCO22024, + title = {Soap-{{Film Membranes}} for {{CO}}{\textsubscript{2}} /{{Air Separation}}}, + author = {Hadji, C{\'e}line and Dollet, Benjamin and Coasne, Beno{\^i}t and Lorenceau, Elise}, + year = {2024}, + month = jan, + journal = {Langmuir}, + volume = {40}, + number = {2}, + pages = {1327--1334}, + issn = {0743-7463, 1520-5827}, + doi = {10.1021/acs.langmuir.3c02915}, + copyright = {https://doi.org/10.15223/policy-029}, +} + @article{halderUnravellingCompositionDependentAnomalies2018, title = {Unravelling the {{Composition-Dependent Anomalies}} of {{Pair Hydrophobicity}} in {{Water}}--{{Ethanol Binary Mixtures}}}, author = {Halder, Ritaban and Jana, Biman}, @@ -2987,6 +3028,20 @@ @article{jancMultiscaleWaterDynamics2021 copyright = {https://doi.org/10.15223/policy-029}, } +@article{janoskaSurfactantSelectionLiquid2018, + title = {Surfactant Selection for a Liquid Foam-bed Photobioreactor}, + author = {Janoska, Agnes and V{\'a}zquez, Mar{\'i}a and Janssen, Marcel and Wijffels, Ren{\'e} H. and Cuaresma, Mar{\'i}a and V{\'i}lchez, Carlos}, + year = {2018}, + month = may, + journal = {Biotechnology Progress}, + volume = {34}, + number = {3}, + pages = {711--720}, + issn = {8756-7938, 1520-6033}, + doi = {10.1002/btpr.2614}, + copyright = {http://onlinelibrary.wiley.com/termsAndConditions\#vor}, +} + @article{jiangSeparationCO22005, title = {Separation of {{CO}} {\textsubscript{2}} and {{N}} {\textsubscript{2}} by {{Adsorption}} in {{C}} {\textsubscript{168}} {{Schwarzite}}: {{A Combination}} of {{Quantum Mechanics}} and {{Molecular Simulation Study}}}, shorttitle = {Separation of {{CO}} {\textsubscript{2}} and {{N}} {\textsubscript{2}} by {{Adsorption}} in {{C}} {\textsubscript{168}} {{Schwarzite}}}, @@ -3394,6 +3449,20 @@ @article{kommuSeparationEthanolWater2017 doi = {10.1021/acs.jpcc.7b00172}, } +@article{konermannGrotthussMolecularDynamics2022, + title = {Grotthuss {{Molecular Dynamics Simulations}} for {{Modeling Proton Hopping}} in {{Electrosprayed Water Droplets}}}, + author = {Konermann, Lars and Kim, Scott}, + year = {2022}, + month = jun, + journal = {Journal of Chemical Theory and Computation}, + volume = {18}, + number = {6}, + pages = {3781--3794}, + issn = {1549-9618, 1549-9626}, + doi = {10.1021/acs.jctc.2c00001}, + copyright = {https://doi.org/10.15223/policy-029}, +} + @article{korbNuclearMagneticRelaxation2011, title = {Nuclear Magnetic Relaxation of Liquids in Porous Media}, author = {Korb, J-P}, @@ -3848,6 +3917,19 @@ @article{liRelationNanodropletDiffusion2016 doi = {10.1038/srep26488}, } +@article{liuCompleteAssignmentInfrared2021, + title = {Towards Complete Assignment of the Infrared Spectrum of the Protonated Water Cluster {{H}}+({{H2O}})21}, + author = {Liu, Jinfeng and Yang, Jinrong and Zeng, Xiao Cheng and Xantheas, Sotiris S. and Yagi, Kiyoshi and He, Xiao}, + year = {2021}, + month = oct, + journal = {Nature Communications}, + volume = {12}, + number = {1}, + pages = {6141}, + issn = {2041-1723}, + doi = {10.1038/s41467-021-26284-x}, +} + @article{liuGraphenebasedMembranes2015, title = {Graphene-Based Membranes}, author = {Liu, Gongping and Jin, Wanqin and Xu, Nanping}, @@ -5426,6 +5508,19 @@ @article{roveilloTrappingSwimmingMicroalgae2020 doi = {10.1098/rsif.2020.0077}, } +@article{roveilloTrappingSwimmingMicroalgae2020a, + title = {Trapping of Swimming Microalgae in Foam}, + author = {Roveillo, Quentin and Dervaux, Julien and Wang, Yuxuan and Rouyer, Florence and Zanchi, Drazen and Seuront, Laurent and Elias, Florence}, + year = {2020}, + month = jul, + journal = {Journal of The Royal Society Interface}, + volume = {17}, + number = {168}, + pages = {20200077}, + issn = {1742-5689, 1742-5662}, + doi = {10.1098/rsif.2020.0077}, +} + @article{ruelleHydrophobicEffect11998, title = {The {{Hydrophobic Effect}}. 1. {{A Consequence}} of the {{Mobile Order}} in {{H-Bonded Liquids}}}, author = {Ruelle, Paul and Kesselring, Ulrich W.}, @@ -5648,6 +5743,30 @@ @article{scholesCompetitivePermeationGas2015 doi = {10.1002/polb.23689}, } +@article{schottlCombinedMolecularDynamics2019, + title = {Combined Molecular Dynamics ({{MD}}) and Small Angle Scattering ({{SAS}}) Analysis of Organization on a Nanometer-Scale in Ternary Solvent Solutions Containing a Hydrotrope}, + author = {Sch{\"o}ttl, Sebastian and Lopian, Tobias and Pr{\'e}vost, Sylvain and Touraud, Didier and Grillo, Isabelle and Diat, Olivier and Zemb, Thomas and Horinek, Dominik}, + year = {2019}, + month = mar, + journal = {Journal of Colloid and Interface Science}, + volume = {540}, + pages = {623--633}, + issn = {00219797}, + doi = {10.1016/j.jcis.2019.01.037}, +} + +@article{schottlEmergenceSurfactantfreeMicelles2014, + title = {Emergence of Surfactant-Free Micelles from Ternary Solutions}, + author = {Sch{\"o}ttl, S. and Marcus, J. and Diat, O. and Touraud, D. and Kunz, W. and Zemb, T. and Horinek, D.}, + year = {2014}, + journal = {Chem. Sci.}, + volume = {5}, + number = {8}, + pages = {2949--2954}, + issn = {2041-6520, 2041-6539}, + doi = {10.1039/C4SC00153B}, +} + @article{schwerdtfeger100YearsLennardJones2024, title = {100 {{Years}} of the {{Lennard-Jones Potential}}}, author = {Schwerdtfeger, Peter and Wales, David J.}, @@ -6254,6 +6373,18 @@ @article{taylorMoleculardynamicsSimulationsEthanol2003 doi = {10.1063/1.1625643}, } +@article{theryReboundScatteringMotile2021, + title = {Rebound and Scattering of Motile {{{\emph{Chlamydomonas}}}} Algae in Confined Chambers}, + author = {Th{\'e}ry, Albane and Wang, Yuxuan and Dvoriashyna, Mariia and Eloy, Christophe and Elias, Florence and Lauga, Eric}, + year = {2021}, + journal = {Soft Matter}, + volume = {17}, + number = {18}, + pages = {4857--4873}, + issn = {1744-683X, 1744-6848}, + doi = {10.1039/D0SM02207A}, +} + @article{thompsonLAMMPSFlexibleSimulation2022, title = {{{LAMMPS}} - a Flexible Simulation Tool for Particle-Based Materials Modeling at the Atomic, Meso, and Continuum Scales}, author = {Thompson, Aidan P. and Aktulga, H. Metin and Berger, Richard and Bolintineanu, Dan S. and Brown, W. Michael and Crozier, Paul S. and In 'T Veld, Pieter J. and Kohlmeyer, Axel and Moore, Stan G. and Nguyen, Trung Dac and Shan, Ray and Stevens, Mark J. and Tranchida, Julien and Trott, Christian and Plimpton, Steven J.}, @@ -6646,6 +6777,18 @@ @article{wendlerEstimatingHydrogenBond2010 doi = {10.1021/jp103470e}, } +@article{wenMolecularDynamicsExperimental2024, + title = {Molecular Dynamics and Experimental Study of the Effect of Pressure on {{CO2}} Foam Stability and Its Effect on the Sequestration Capacity of {{CO2}} in Saline Aquifer}, + author = {Wen, Yiping and Yu, Tao and Xu, Liang and Zeng, Peihua and Gao, Wenbin and Hou, Yunlu and Ouyang, Tao and Li, Qi}, + year = {2024}, + month = feb, + journal = {Chemical Engineering Science}, + volume = {284}, + pages = {119518}, + issn = {00092509}, + doi = {10.1016/j.ces.2023.119518}, +} + @article{wentorfLennardJonesDevonshireEquation1950, title = {Lennard-{{Jones}} and {{Devonshire Equation}} of {{State}} of {{Compressed Gases}} and {{Liquids}}}, author = {Wentorf, R. H. and Buehler, R. J. and Hirschfelder, J. O. and Curtiss, C. F.}, @@ -7150,6 +7293,19 @@ @article{ziemysHierarchicalModelingDiffusive2011 doi = {10.1016/j.jcp.2011.03.054}, } +@article{znamenskiySolvatedIonEvaporation2003, + title = {Solvated {{Ion Evaporation}} from {{Charged Water Nanodroplets}}}, + author = {Znamenskiy, Vasiliy and Marginean, Ioan and Vertes, Akos}, + year = {2003}, + month = sep, + journal = {The Journal of Physical Chemistry A}, + volume = {107}, + number = {38}, + pages = {7406--7412}, + issn = {1089-5639, 1520-5215}, + doi = {10.1021/jp034561z}, +} + @article{zornMolecularMobilityPolymer2020, title = {Molecular {{Mobility}} of a {{Polymer}} of {{Intrinsic Microporosity Revealed}} by {{Quasielastic Neutron Scattering}}}, author = {Zorn, Reiner and Lohstroh, Wiebke and Zamponi, Michaela and Harrison, Wayne J. and Budd, Peter M. and B{\"o}hning, Martin and Sch{\"o}nhals, Andreas}, diff --git a/docs/source/theory/context.rst b/docs/source/theory/context.rst index b4d03e4..9b22f89 100644 --- a/docs/source/theory/context.rst +++ b/docs/source/theory/context.rst @@ -2,37 +2,48 @@ Context ======= -.. container:: justify +The measurement of NMR relaxation quantities allow for detailed studies of molecular motions +on time scales ranging from microseconds to minutes in systems as diverse as gases, +liquids, gels, polymers, adsorbed liquids, or solids +:cite:`goreNMRRelaxationWater1989, greiner-schmidSelfDiffusionCompressed1991`, +as well as proteins and other biological systems +:cite:`jacobsonProtonMagneticResonance1954, rorschachProteinDynamicsNMR1986`. - The measurement of NMR relaxation quantities allow for detailed studies of molecular motions - on time scales ranging from microseconds to minutes in systems as diverse as gases, - liquids, gels, polymers, adsorbed liquids, or solids - :cite:`goreNMRRelaxationWater1989, greiner-schmidSelfDiffusionCompressed1991`, - as well as proteins and other biological systems - :cite:`jacobsonProtonMagneticResonance1954, rorschachProteinDynamicsNMR1986`. +.. + S.G.: Explain what is relaxation, experimentaly. + S.G.: Explain with minimalistic argument how and why molecular motion and + NMR relaxation are directly related. + S.G.: Give some exp. results/understanding that where made possible thanks + to NMR relaxations. + --> Give some typicall frenquency ranges -.. container:: justify +The key ingredient needed for an accurate description of the nuclear spin relaxation +of :math:`^1 \text{H}` in soft matter systems is a realistic description of the random rotational and +translational motions that molecules undergo, which makes classical molecular dynamics +simulations (MDS) a natural choice. - The key ingredient needed for an accurate description of the nuclear spin relaxation - of :math:`^1 \text{H}` in soft matter systems is a realistic description of the random rotational and - translational motions that molecules undergo, which makes classical molecular dynamics - simulations (MDS) a natural choice. For instance, MDS have been used to characterize the - NMR relaxation properties of Lennard-Jones fluid :cite:`odeliusIntermolecularDipoleDipoleRelaxation1993, grivetNMRRelaxationParameters2005`, - water and other small molecules :cite:`lippensT1RelaxationTime1993, calero1HNuclearSpin2015, singerMolecularDynamicsSimulations2017, singerNMRSpinrotationRelaxation2018, philipsProtonNMRRelaxation2019, singerElucidatingNMRRelaxation2020`. - MDS are also used to study the NMR relaxation properties of molecules confined within - nanoporous materials :cite:`khudozhitkovDynamicsPropenePropane2020, gravelleNMRInvestigationWater2023`, - as well as large polymer molecules, lipid membranes, proteins, - or glass transition phenomenon of glycerol :cite:`becherMolecularDynamicsSimulations2021`. +.. + S.G.: Explain what classical MD is and its limitations + - small systems + - small duration --> high frenquency + --> some phenomena are still out of reach + --> comparison with experiment is limited -.. container:: justify +For instance, MDS have been used to characterize the +NMR relaxation properties of Lennard-Jones fluid :cite:`odeliusIntermolecularDipoleDipoleRelaxation1993, grivetNMRRelaxationParameters2005`, +water and other small molecules :cite:`lippensT1RelaxationTime1993, calero1HNuclearSpin2015, singerMolecularDynamicsSimulations2017, singerNMRSpinrotationRelaxation2018, philipsProtonNMRRelaxation2019, singerElucidatingNMRRelaxation2020`. +MDS are also used to study the NMR relaxation properties of molecules confined within +nanoporous materials :cite:`khudozhitkovDynamicsPropenePropane2020, gravelleNMRInvestigationWater2023`, +as well as large polymer molecules, lipid membranes, proteins, +or glass transition phenomenon of glycerol :cite:`becherMolecularDynamicsSimulations2021`. - In addition to classical MD, Ab initio MD has also been used to extract NMR relaxation time - from water :cite:`calero1HNuclearSpin2015`. Ab initio and its variants are - particularly useful in the case where the relaxation mechanisms involve quadrupolar interactions - :cite:`philipsQuadrupolarNMRRelaxation2020, chubakNMRRelaxationRates2021`, - which is beyond the scope of the present contribution. - Monte carlo simulations have also been used :cite:`friesMonteCarloCalculation1983`, - although, in that case, some care must be taken to extract time-dependant quantities - such as autocorrelation functions :cite:`huitemaCanMonteCarlo1999`. Recently, - the possibility to calculate NMR relaxation rate from coarse grained models - whose atomic details were reconstructed a posteriori was demonstrated :cite:`gravelleAssessingValidityNMR2023`. \ No newline at end of file +In addition to classical MD, Ab initio MD has also been used to extract NMR relaxation time +from water :cite:`calero1HNuclearSpin2015`. Ab initio and its variants are +particularly useful in the case where the relaxation mechanisms involve quadrupolar interactions +:cite:`philipsQuadrupolarNMRRelaxation2020, chubakNMRRelaxationRates2021`, +which is beyond the scope of the present contribution. +Monte carlo simulations have also been used :cite:`friesMonteCarloCalculation1983`, +although, in that case, some care must be taken to extract time-dependant quantities +such as autocorrelation functions :cite:`huitemaCanMonteCarlo1999`. Recently, +the possibility to calculate NMR relaxation rate from coarse grained models +whose atomic details were reconstructed a posteriori was demonstrated :cite:`gravelleAssessingValidityNMR2023`. \ No newline at end of file diff --git a/docs/source/theory/theory.rst b/docs/source/theory/theory.rst index 91adac6..c7d9928 100644 --- a/docs/source/theory/theory.rst +++ b/docs/source/theory/theory.rst @@ -2,13 +2,22 @@ Theory ====== -The system of interest here is an ensemble of identical spins characterized +Here, there theory behind the ``NMRDfromMD`` package is presented. + +The system of interest is an ensemble of *identical* spins characterized by a gyromagnetic ratio :math:`\gamma_I` and spin quantum number :math:`I`. For :math:`^{1} \text{H}`, the most abundant isotope of hydrogen, :math:`I = 1/2` and :math:`\gamma_I = 26.752` rad/T/s. For :math:`^{13} \text{C}`, a natural and stable isotope of carbon, :math:`I = 1/2` and :math:`\gamma_I = 6.728` rad/T/s :cite:`kowalewskiNuclearSpinRelaxation2006`. +.. + S.G.: Find a better place for that, there could be a paragraph explaining + the limitation and hypothesis behind the thoery: + - dipolar vs quadrupolar --> limited to dipolar because... + - limited to systems where cross-correlation can be neglected --> what error? + what systems? + One assumption behind the theory presented here is that cross-correlation terms can be neglected; see Ref. :cite:`lippensT1RelaxationTime1993`. diff --git a/docs/source/tutorials/anisotropic-system.rst b/docs/source/tutorials/anisotropic-system.rst index c0b26c5..fd8aae3 100755 --- a/docs/source/tutorials/anisotropic-system.rst +++ b/docs/source/tutorials/anisotropic-system.rst @@ -4,15 +4,15 @@ Anisotropic systems =================== -In this tutorial, the H-NMR relaxation rates :math:`R_1` and :math:`R_2` are -measured for water confined within a nanoslit composed of silica. -This system illustrates an anisotropic case, where all three correlation functions, -:math:`G^{(1)}`, :math:`G^{(2)}`, and :math:`G^{(3)}`, must be evaluated, -and the rates must be calculated from Eq. :eq:`eq_BPP`. The hydrogen -atoms of interest include those in the water molecules and those in the surface -hydroxyl (-OH) groups of the silica. The individual contributions to -:math:`R_1` and :math:`R_2` -- namely, intra-molecular, inter-molecular, and -water-hydroxyl interactions -- are computed separately. +In this tutorial, the :math:`^1\text{H}` relaxation rates, :math:`R_1` and +:math:`R_2`, are measured for water confined within a nanoslit composed of +silica. This system represents an anisotropic case in which all three +correlation functions—:math:`G^{(1)}`, :math:`G^{(2)}`, and :math:`G^{(3)}`— +must be evaluated, and the rates are calculated using Eq. :eq:`eq_BPP`. The +hydrogen atoms of interest include those in the water molecules as well as +those in the surface hydroxyl (-OH) groups of the silica. The individual +contributions to :math:`R_1` and :math:`R_2`—namely, intra-molecular, +inter-molecular, and water-hydroxyl interactions—are computed separately. .. admonition:: Note :class: non-title-info @@ -23,26 +23,31 @@ water-hydroxyl interactions -- are computed separately. MD system --------- -.. image:: ../figures/tutorials/anisotropic-systems/snapshot-dark.png +.. image:: anisotropic-system/silica-dark.png :class: only-dark :alt: Water confined in silica slit with GROMACS - Dipolar NMR relaxation time calculation :width: 250 :align: right -.. image:: ../figures/tutorials/anisotropic-systems/snapshot-light.png +.. image:: anisotropic-system/silica-light.png :class: only-light :alt: Water confined in silica slit with GROMACS - Dipolar NMR relaxation time calculation :width: 250 :align: right -The system consists of 602 :math:`\text{TIP4P}-\epsilon` water molecules -confined within a silica slit nanopore. The trajectory was recorded during a -:math:`10\,\text{ns}` production run performed using the open-source GROMACS -software, in the anisotropic :math:`NP_zT` ensemble, with a timestep of -:math:`1\,\text{fs}`. To balance the surface charge, 20 sodium ions were added -to the slit. The system was maintained at a temperature of :math:`T = 300\,\text{K}` -and a pressure of :math:`p = 1\,\text{bar}`. Atomic positions were saved to the -**prod.xtc** file every :math:`2\,\text{ps}`. +The system consists of 594 :math:`\text{TIP4P}-\epsilon` water molecules confined +within a silica slit nanopore. The surfaces of the slit pores were constructed +from a :math:`\mathrm{Q}^3` silica material characterized by a surface group +density of :math:`5~\text{nm}^{-2}` :cite:`gravelle`. Dangling Si atoms were +functionalized with polar (-OH) groups. The distance between the two walls of the +slit pore was approximately 1 nm, while the system dimensions along the :math:`x` +and :math:`y` axes were approximately 4 nm. To balance the surface charge, 8 +sodium ions were added to the slit. +The trajectory was recorded during a :math:`10\,\text{ns}` production run performed +using the open-source GROMACS software, in the anisotropic :math:`NP_zT` ensemble, +with a timestep of :math:`1\,\text{fs}`. The system was maintained at a temperature +of :math:`T = 300\,\text{K}` and a pressure of :math:`p = 1\,\text{bar}`. Atomic +positions were saved to the **prod.xtc** file every :math:`2\,\text{ps}`. .. admonition:: Note :class: non-title-info @@ -50,118 +55,123 @@ and a pressure of :math:`p = 1\,\text{bar}`. Atomic positions were saved to the If you are interested in learning GROMACS and generating your own trajectories, beginner |gromacs-tutorials| are available here. -File preparation +File Preparation ---------------- -To access the GROMACS input files and pre-computed trajectory data, download -the |zip-water-in-silica| archive, or clone the -|dataset-water-in-silica| repository using: +To access the GROMACS input files and pre-computed trajectory data, download +the |zip-water-in-silica| archive, or clone the |dataset-water-in-silica| +repository using: .. code-block:: bash git clone https://github.com/NMRDfromMD/dataset-water-in-silica.git -The necessary trajectory files for this tutorial are located in the ``data/`` +The necessary trajectory files for this tutorial are located in the ``data/`` directory. Create a MDAnalysis universe ---------------------------- -Open a new Python script or a new notebook, and define -the path to the data files: +Open a new Python script or a new notebook, and define the path to the data +files: .. code-block:: python datapath = "mypath/water-in-silica/raw-data/N50/" -Then, import NumPy, MDAnalysis, and NMRforMD: +Then, import NumPy, MDAnalysis, and NMRDfromMD: .. code-block:: python import numpy as np import MDAnalysis as mda - import nmrformd as nmrmd + from nmrdfrommd import NMRD -From the trajectory files, create a MDAnalysis universe by -loading the configuration file and the trajectory: +From the trajectory files, create a MDAnalysis universe by loading the +configuration file and the trajectory: .. code-block:: python - u = mda.Universe(datapath + "prod.tpr", datapath + "prod.xtc") + u = mda.Universe( + datapath + "prod.tpr", + datapath + "prod.xtc") -Next, extract some basic information from the universe, such as -the number of molecules, the timestep, and the total duration: +Launch the :math:`^1\text{H}`-NMR analysis +------------------------------------------ -.. code-block:: python - - n_molecules = u.atoms.n_residues - print(f"The number of molecules is {n_molecules}") - timestep = np.int32(u.trajectory.dt) - print(f"The timestep is {timestep} ps") - total_time = np.int32(u.trajectory.totaltime) - print(f"The total simulation time is {total_time} ps") - -Running this will return: +First, we create three atom groups: the hydrogen atoms of the silica, +``H_SIL``, the hydrogen atoms of the water, ``H_H2O``, and all the hydrogen +atoms, ``H_ALL``: -.. code-block:: bw - - >> The number of molecules is 623 - >> The timestep is 2 ps - >> The total simulation time is 10000 ps +.. code-block:: python -Launch the NMR analysis ------------------------ + H_SIL = u.select_atoms("resname SiOH and type HOY") + H_H2O = u.select_atoms("resname SOL and type HW") + H_ALL = H_H2O + H_SIL -Let us create three atom groups corresponding to: the hydrogen atoms of the silica, -the hydrogen atoms of the water, and all the hydrogen atoms combined: +Next, we run ``NMRDfromMD`` for all hydrogen atoms: .. code-block:: python - H_H2O = u.select_atoms("name HW1 HW2") - H_SIL = u.select_atoms("name H") - H_ALL = H_H2O + H_SIL + nmr_full= NMRD( + u=u, + atom_group=H_ALL, + isotropic = False, + type_analysis="full", + number_i=5) + nmr_full.run_analysis() -Then, let us run three separate NMR analyses: one for the water-silica interaction only, -one for the intra-molecular interaction of water, and one for the inter-molecular -interaction of water: +Note the use of ``isotropic=False``, which is required here because the system +is anisotropic, by opposition to the bulk system from :ref:`isotropic-label`. +With ``number_i=5``, only 5 randomly selected atoms from ``H_ALL`` are included +in the calculation. Increasing this number improves statistical resolution, +while setting ``number_i=0`` includes all atoms in the group. -.. code-block:: python +We can also calculate the :math:`^1\text{H}`-NMR relaxation originating from +the water-silica interaction only: - nmr_H2O_SIL = nmrmd.NMR(u, atom_group = H_H2O, - neighbor_group = H_SIL, number_i=40, isotropic=False) - nmr_H2O_INTRA = nmrmd.NMR(u, atom_group = H_H2O, neighbor_group = H_H2O, number_i=40, - type_analysis = 'intra_molecular', isotropic=False) - nmr_H2O_INTER = nmrmd.NMR(u, atom_group = H_H2O, neighbor_group = H_H2O, number_i=40, - type_analysis = 'inter_molecular', isotropic=False) +.. code-block:: python -Note the use of ``isotropic=False``, which is required here because the system is anisotropic. + nmr_water_silica = NMRD( + u=u, + atom_group=H_H2O, + neighbor_group = H_SIL, + isotropic = False, + type_analysis="full", + number_i=50) + nmr_water_silica.run_analysis() -Extract the NMR spectra ------------------------ +Extract the :math:`^1\text{H}`-NMR spectra +------------------------------------------ -Let us access the NMR relaxation rate :math:`R_1`: +Let us access the full :math:`^1\text{H}`-NMR relaxation rates, as well as the +partial ones: .. code-block:: python - R1_spectrum_H2O_SIL = nmr_H2O_SIL.R1 - R1_spectrum_H2O_INTRA = nmr_H2O_INTRA.R1 - R1_spectrum_H2O_INTER = nmr_H2O_INTER.R1 - f = nmr_H2O_SIL.f + R1_full = nmr_full.R1 + R2_full = nmr_full.R2 + f_full = nmr_full.f + + R1_water_silica = nmr_water_silica.R1 + R2_water_silica = nmr_water_silica.R2 + f_water_silica = nmr_water_silica.f -.. image:: ../figures/tutorials/anisotropic-systems/spectra-dark.png +.. image:: anisotropic-system/nmrd-dm.png :class: only-dark - :alt: NMR results obtained from the GROMACS simulation of water in silica + :alt: NMRD results obtained from the GROMACS simulation of water in silica -.. image:: ../figures/tutorials/anisotropic-systems/spectra-light.png +.. image:: anisotropic-system/nmrd.png :class: only-light - :alt: NMR results obtained from the GROMACS simulation of water in silica + :alt: NMRD results obtained from the GROMACS simulation of water in silica .. container:: figurelegend - Figure: NMR relaxation rates :math:`R_1` for the water confined in - a silica slit. + Figure: :math:`^1\text{H}`-NMR relaxation rates :math:`R_1` for water + confined in a silica slit. -Note that the :math:`\text{H}_2\text{O}-\text{silica}` contribution is much -smaller than the intra- and intermolecular contributions from the water. This -is due to the relatively small number of hydrogen atoms from the silica (92), -compared to the 1204 hydrogen atoms from the water. +It can be seen that the :math:`\text{H}_2\text{O}-\text{silica}` contribution +to the total :math:`^1\text{H}`-NMR relaxation is much smaller than the total +contribution. This indicates that the full :math:`^1\text{H}`-NMR spectra is +mostly affected by the other contributions that are here the water-water +interactions. \ No newline at end of file diff --git a/docs/source/tutorials/anisotropic-system/nmrd-dm.png b/docs/source/tutorials/anisotropic-system/nmrd-dm.png new file mode 100644 index 0000000..f435e7b Binary files /dev/null and b/docs/source/tutorials/anisotropic-system/nmrd-dm.png differ diff --git a/docs/source/tutorials/anisotropic-system/nmrd.ipynb b/docs/source/tutorials/anisotropic-system/nmrd.ipynb new file mode 100644 index 0000000..78bc7fb --- /dev/null +++ b/docs/source/tutorials/anisotropic-system/nmrd.ipynb @@ -0,0 +1,180 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "15134151", + "metadata": {}, + "outputs": [], + "source": [ + "from matplotlib.pyplot import cm\n", + "from matplotlib.colors import LinearSegmentedColormap\n", + "import numpy as np\n", + "from scipy import constants as cst\n", + "import sys, os, git\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "af4ae0cd", + "metadata": {}, + "outputs": [], + "source": [ + "current_path = os.getcwd()\n", + "git_repo = git.Repo(current_path, search_parent_directories=True)\n", + "git_path = git_repo.git.rev_parse(\"--show-toplevel\")\n", + "path_figures = current_path[len(git_path):] + '/'\n", + "path_in_folder = current_path[len(git_path)+1:]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9a1e0bcf", + "metadata": {}, + "outputs": [], + "source": [ + "sys.path.append(git_path + \"/.submodules/pyplot-perso\")\n", + "from plttools import PltTools" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "0183a3a1", + "metadata": {}, + "outputs": [], + "source": [ + "data_path = git_path + \"/.submodules/dataset-water-in-silica/analysis/\"\n", + "cmap_cool = cm.cool\n", + "cmap_dark_blue_to_cyan = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(0.0)])\n", + "cmap_dark_blue_to_pink = LinearSegmentedColormap.from_list('dark_blue_to_cyan', ['#1D11CB', cmap_cool(1.0)])\n", + "cmap_cyan_to_green_blue = LinearSegmentedColormap.from_list('cyan_to_green_blue',\n", + " ['#00FFFF', '#00FA9A', '#3683e2'] # Cyan → Medium Spring Green → Your Blue Shade\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "fa96d879", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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yGj5QYdebE6NJh6vJhN8Soz8BAMhm9fX1qq+v13333ad77rknZE33wLQXwj8AAABkE4I/YAGGYQSDvFgu6Orr62W324MdglLywZ90rfPv1Vs2BN9wd10y5Ju5qtLixXIst+iBCntG1/Sbq8ZMdCf6ZhIPGa7tf3XB5yQydvL3l6xI2QjSeEPHZMPQWE34p3X3e0flWFYeDEgyde58MeGf1n85c1T+330caeG1MjMdFKUy6JvPkYsX1PjuEfmLpKk0j289cvFCytbgTEXwnqruXwAAkB4Oh0OHDh3Shg2hN+t1dHSorq5ODofDpMoAAACAUMVmFwBku/3790uS7Ha76uvrY9onPORzuVxyuVwpqee2ZWX65o3V6v+DjfrJp/6z+v9go755Y7XpoV9AoDuxduXqeZ9Xu3K1Xr1lQ0KhRWnxokTL+93+89/zEBjXGWu4EXjD/unz/5FUXS/8Ljz44fhHuvvM0QVDxED488Pxj5IOQ+MxMTP9cThy+sdyTY5l7Nz54qJ/OunwLPB9d3zCm5qiojg+4dWWM0e18fSP9e0L7+mty+NpC/0CLmsm7aFfLGb/fM3l7clxPfbhSfWOeFJyzkD3LwAAyE52u13t7e0R21988UUTqgEAAACiI/gDFhBYyyGejr2mpqaIbYFxoYUg0J145FOf11dWf1J/sqJC1cvK9ScrKvSV1Z/U0U99Pqmulprlie0X4Fg+/7jWRMd1/mj8fDJlyXXJSDh0NNNEBkNHhEpXUPT25Liazh7TF991JjXCMtfNFa6GB6KpDEMD3b8AACA7NTQ0RGzr6+szoRIAAAAgOkZ9AvPo6ekJruHQ0dERXMMhEf39/TIMY8E1AvNJoDsx1e6vsOvbF95LeP8HKuxzfi6ZtbrGYhghOh/fzNWEQ8eRq1NJnRu5K3xMbCzmWjvyj1es0gsj7oIO+8LNXoPz7clx/d3wL/Wv4x8ltdbjQhrPHNWnlq5MaL3BTIh17VEAAPKR3W6XxWIJWetv9scAAACA2Qj+gHn09PQEP04ksAu/AOzt7WXh9xS4bVmZNq5cnVA4Ubty9bwBSSrW6kpUsYoSDlx+fXUyxdUgl7ww4o4pZI9l7UhEGrx4QXe+M6CfX8rMm3oj01N6c2Iq+GeyoniRbli8TMuKF2mRpGlp3rAt2WAukWA4WGvRIlUuWabS4kVR6ww/drGkGSn4dYU/jufrjGdfAACSYbVaCfsAAACQtQj+gDnMXpfv8OHDCS3WvmnTppC1/Xp6egj+UuSJyirdfeZoXCP2VhQt0tcrq+Z9ztAlb5KVJW5a/qT2v2HxMgLAAuW6ZCwY9rxw4awe+/Ckrib5fVaoMhX6RTMxM613py5GbA+utblytZ743d9tCwW7gedGG7WcimB4wj+tM2G1BvYtL16cUGd0PF/nQvvO/rrpXAQApEohTXUBAABA9iP4Q07asWOHSkpKIra3tLSotbU1JecIrMnncDgSCv0kadeuXSH1uN1uDQwMqL6+PiU1FrJ1K6x6wX67HnD/LKbwb0XRIr1gv33BdQV9Jq5XtyjJ/VcvKpExfSWl640hN7w5MaKNp38cZfu10KNIIu7LY0cuXtAX3nWqWNc63RZ67hffdeoLZdfrv1d+JtiFl4kRpsmOQw7U7lf8389HLl7Q3WeO6gX77apYtHTBgHNF8SJ9smSlNqxcTRCIEF1dXeru7o7YPjXFyG2gkHi93pDHNTU15hQCAAAAREHwh5w0MjISdbvP50vJ8Q3DUH9/vySpubk54eM0NjZGrP/Q2dlJ8Jcid5Zdr1dv2aBvDJ/S4DydH7UrV+vrc3S4hCstTi5+KyterPEE3tyuXblao9NXkjq3ihRXGFqoiiX90XKr3poc02Sc6ylmq4VCEEK//OfXwqFfwIykw+Mf6fD4R8HxmLkimVon/NP6r2f/XUVFWvBnf2JmWm9NjumtybEFOyVRWHw+n4aHh80uA4CJ3G53xJjPxsZGk6oBAAAAIhH8ISdVVFRE7fgrLS1NyfH3798f/DiZ4E+6dhHY29sbfOx0OmUYBuNgUmTdCqtevWVDcGSb65Ih38xVlRYvlmO5RQ9U2Odd0y9czXKr3pwYTbiePyv7hP517KOERpD+za9PJnxeSSotXhxXGDo2fVVDk6kfX7iyeJEumtg5OZ/ZIfDxCa/++tyQTqThNQByRS6FfqlwWTMJJeFHLl7Qn7/rlHXREv3eohKtXlwy71hQxojmr9LSUlVWVkZsn5qamvPGNAD5JXCD6GzJXjMCAAAAqUTwh5x04MABrV+/Pm3HDwR1TU1NSR/roYceCgn+pGvBYnt7e9LHxsduW1amb95YnfRx7q+wx7SO1Vx2f+IPtX3V7yc0gjTZ0NGx/FqYHGsYenzCG/c6iTHVscyif1hTEzz3b69e1jtR1ifLhE+VrNTqxUujhsDrVlj1o0/Vs/YdgJh5p6/IO31F70xdDFk/8IEKu96cGNVR32/13tRE1L9XY1lnEdmvtbU16lj5Y8eOaevWrSZUBCDTZt8kKonrOgAAAGQdgj8gTF9fX3B0y3333Zf08ex2uxwOh1wuV3Bbb28vF4hZ6rZlZdq4cnXUtZ8WUrtytT69rEyfXlaW0AjSZEPHByrsIY8XCkPjXScxVo7llohzbzlzNKHXNBm1K1fr1Vs2LPi8B1bfrLXLrQv+eQFANEcuXojr77do6ywCAHLDtm3bQsZ8OhwOtbW1mVgRAAAAEKnY7AKAbBO4g9NiscjhcKTkmOGjXwzDUE9PT0qOjdR7orJKK4riW+svMK4zINB1d+RTn9dXVn9Sf7KiQtXLyvUnKyr0ldWf1NFPfV6v3rIhpOMjEDomIhA6xiswGrQ2wfNGEx5ASom9potVpOpl5bqlZGXc/1iF/3ksZK4/r+ql5VqsojjPDgDzC6yzuPH0j7XlzFEdn/CaXRIAFAyv1xv3Pm63W5s2bZLT6Qxuczgcevnll1NYGQAAAJAadPwBs/T19QU782pra1N23Lvuukt79uwJ2fbkk0+yFkSWircTbva4znDxjiB9orIq7vGb8YZc4aKNBh26ZCTUBThXAJnoa3pn2fWSpB+Of5SSP4+FRPvziufcRZJuWrJcqxaVaFp+uacmND5zNe46ABSOIxcv6O4zR0P+zgMApM/sSSySNDY2poGBAdntdtntH9/A5na75XK59Nprr0Ws69fQ0KDu7u6M1AsAAADEi44/4HcMw9Du3bvTcmyLxSKLxRJxvo6OjrScD8mLtRMuME4yVW/WBgKyWLvjkgm5wgVCr/4/2KhXb9mQdNdjuGReU7P+POI997/+QZ1+ftud+tGn6vWTT/1n/fMn74j7dcw3K4sX6daSlbqlZKWWF6Xu145PL12Z0k5VwEwT/mk1nf2pXvGeM7sUAMhbLpdL27Zti9judru1fft2bdiwQWvWrAn+t2HDBrW2toaEfg6HQy+99BKhHwAAALIaHX8oaG63W/39/Tp79mzI2n6S1N/fr02bNqmmpkY333yz6urq4hr92dPTI7fbLcMwNDg4GHLsgM7OTrlcLjkcDm3ZsiVlo0WRGtE64XwzV1VavFiO5RY9UGFPaLzmQgJBU7xrBKZSKrsew4+b6Gtq1p9HMudO1zqK2Wxl8SJ9smSl7li5Ourrcuc7A/r5pci/D+OxomiR9v/+Oq1bYY34MylWkabl12IV6VeXxzXpn0nqXECmXJVf/+3943phxK0nZv3dHvgeH7rklW9mWqXFi1Sz3Kr7K+ysDwgAcdi0aVNcz7dYLLJaraqurtbnPvc5NTQ0hHQEAgAAANmK4A8Fze12R+26C3TneTye4CiY9vb2uIK58NGe0Y4vSU6nM7hWBMFfdop3XGcqmBlyBaQzgEzmNTXjzyOZc8f6OuaqhYK+cPturIl7nO1s4SHzfH8mxye8SZ0rlcqLF2uMsa+IwZGLF/TFd5364xUVmvRPRw3K35wY1bcvvKcVxYt0w+JlWla8SIskTUsEgwAwh3Pn6KoGAABAYSD4Q0Grr69P2wUgF5ZIBTNDLik7Ash8EO11PH/1ss5OXVQu9qMVS/pC2fX628rPxP3nn0wXZLwhs5kdl+GB6MWZ6awJIZH9ZiS9MTGy4PMmZqb17tTFiO2BYHDjytUh3YMAAAAAACD/EfwBABZkdgCZL8Jfxx+Of5RzY0BTMWI21i7IeLsJkzlXKiwUiBba2FeY78jFC7r7zFG9YL89pWufAgAAAACA7EXwBwCASXJlDGgyHX5zyWQ36Vznkl96+/K4rsqf9DliCURz5c8b+WXCP60H3D/Tq7dsoPMPQNq43W6NjY3JZrOFLGsAAAAAIPMI/gAAMFEmQqlkpKLDbz6Z7CaNdq5kuy4Xq0jP37ROW603xvT8uf68i1Wkafk1NTOtD69O6uIMXYFInQn/tPZ8OKQf3FpvdikA8ojL5VJHR0dwvfIAi8WipqYmtbe3m1QZAAAAUNgI/gAAyALpCKVitW65RbaSlRq+Mllwazgm04W3omhRwiMUFwo8owWD3ukpfXDlUlatCxn+vTP5uzXn4omriyTdWlKqC9NTGpmeSlepBe/4JUN3vjOgfTfWpCzID3yfDl3yyjczrdLiRapZbtX9FXbdlud/dwCFrqOjQ52dnWpoaNDhw4flcDhkGIZ6e3uDn+vv79ehQ4foAAQAAAAyjOAPAIAslWgoVSzNGw6lYu28fBLehfeG74Leu3Jx3q47szohj094MzoqtHblat1fYdebE6Mxj2ONJ7CeHZ6+PTmujad/nIavAgE/v2TorneP6PNl12l0eirhsO74hFdPDJ/SkSjfh29OjOrbF97TxpWr9UQaf0YAmKenpycY+nV3dwe3WywWtbW1yWazqbW1VW63W62trTp48KCJ1QIAAACFh+APAIAsttBoyMW/+394GJOJtfPyTXjYlo2v4ezvh6fP/4d+NH5eYzNX53z+7OAulkBzrlB4q3VNzDXGGliHh6e3LSvTxpWro4ZJC6lduVp+KaF9C82kZnR4/KOQbYGwbsXv/vw3/O77JloQGGuwe+TiBX3xXae+UHa9/nvlZxYMFekeBHKD2+3Wnj17JElPP/101Oc0Njaqrq5OTqdTTqdTLpdLDocjk2UCAAAABY3gDwCAHBDvWniZXDsvX2Xza3jbsjIdsN0uKbaAcnZwl4lAc67AeqFzPVFZpbvPHI1rvO2KokX6emWVJMW9b7Rj7bvRoYPe9zPWVZlNJmam9dbkmN6aHIvatXd8wqv73f+uS/7YBs7OSDo8/pEOj380ZwdgLN2DsQSSADLj2WeflSTV1dXNO8Kzubk5uPbfM888E9IZCAAAACC9CP4AAAByWDaHwvGea90Kq16w3x73qNBAmBTPvnMd686y67W94qZgaPnmxRENTRpxHy8fHLl4QXefORp8XXZ/OBRz6LfQsaTYuwfDA0mCQMA8vb29krRgB19dXV3w48HBwbTWlG/ogAYAAECyCP6Qk3bs2KGSkpKI7S0tLWptbTWhIgAAkAqJjgqNZ99YjjU7tNxy5mhCY0Q/vXSlrlu8LKe7Byf809p29piWqEhT8id9rAfcP9Ort2yQpLi6B0OOk+EgcPab8O7fnNfouV+rxP1rlf3//l0lH/5GkjQ1NZXScwLZaGBgIPjx2rVr532uxWKRxWKRYRgyDENut1t2uz3dJeY01k8FAABAqhD8ISeNjIxE3e7z+TJcCQAASLVER4XOt+9C62LOJ9ERpPt/f53WrbDqFe857Xz/57qaZHBmFr+UdOgXMOGf1p4Ph+SXEu4ejDhmlCDwhsXLtKx4kRZJmpbm7ZiZq7vmj1es0gsj7tA34Vcukf7Qpst/aNP4n/+xiob+Q0v+xz+p+D+GU/K1ANksMLpTUkwhXk1NTXAfl8tF8DePeNZPDe+eBgAAAMIR/CEnVVRURO34Ky0tNaEaAACQDsmMJU3lSNNkR5Buta5R2aLFCY8hzTfHL6V3dOrEzLTenboYsT3QMfNHyy2yl6zU6clxvTc1EfXPJPDchfhr/lBXnn5Eq/7u25r4d1dK6geyldvtDn5cXl6+4PNtNlvwY4/Hk5aa8kG866fO7p42u/OPsaQAAADZieAPOenAgQNav3692WUAAIACkcwI0nj2R/r9/JKhn6cwfPQvLdGl7Zslgj+kiGEY2r9/v3p7e/XGG2/IYrGYXZKk0PDOarUu+PzZdY+OjqajpLzwxPCpuDugJ/zT+sbwqeDo5ExjLCkAAEB2I/gDAAAAYpDMCNLw/f9u+Jf61/GPlJphlzDbpH9GS80uAjnP7Xbr2WefVW9vb3Cb1+tNSfA3MDCgvr4+DQ0NyePxyDAMWSwW2Ww2bdmyRU1NTQueZ2xsLPhxLDWtWrUq6brz3duT4wmtIStJgxcv6FeT4wuOq041xpICAABkP4I/AAAAIA7JjhG9bVmZem9er+MTXv31uSGdmEzv6EsA2c3lcumZZ55Rf39/Wo7d2toaHNPpcDhUU1Mjr9crl8sV/K+jo0N79+5Vc3PznMfyer0J12EY/D0XzXdG3As/aR4vjLhTNtY6Frk8lhQAAKCQEPwBAAAAJli3wqoffapeL1w4q8c+PKmr8i+4zzIV6/Nl18k7fUW+mat67/JFXWTdQCDnGIah3t5e9fT0hKydl0o9PT3as2ePJKmpqUnt7e0hnXqGYejRRx8NBo579uyR2+1We3v7nDXHY/Y6gNkyrjTbDF3yJrW/K81rpobLxbGkAAAAhajY7AIAAACAQvbA6pt16A9qVbty9bzPq125Wt//g43qvXm9+v9go37yqf+s/33LBq0oWpShSgEkyzAMbdu2TVVVVero6AiGfk1NTTp69GjKArKBgYFg6NfW1qZ9+/ZFHNtisai7u1sNDQ3BbZ2dnerr64t6zPDQMB6M/YzON5PcjRu+maspqmRhqRhLCgAAgMyg4w8AAAAwWaLrB65bYdUL9ttjWm8JgPksFoucTmfw4127doWsr2e1WlMyFnPnzp3Bc8zVwRfw9NNPh4wZ3b17txobG5OuYfaagLO7//Cx0uLkbtwoLc7cWzpmjyUN/Ps4dMkr38y0SosXqWa5VfdX2HVbhtc5RHbhewMAgEgEfwAAAECWSGT9wDvLrtert2zQN4ZPaTDBbgwAmdPQ0KD6+vqo6+mlIiDr7OwMhoe7du1a8PkWi0VtbW3q7OyUdK2br6enJ6K+2aGk1+uNqzvRZrPF/NxCUrPcqjcnRhPe37E8cyNUzRpLenzCqyeGT0XtNnxzYlTfvvCeNq5crScqqwpyHUEzQy+zA7dYvzceqLDrzYlRgkEAQEEh+AMAAAByXKBj8BXvOe18/+cxrRcIwBzd3d1pPf7+/fuDH88e4zmfLVu2BIM/Serr64sI/mw2W3A0qdvtlt1un/eYo6MfB1oLPbdQ3V9h17cvvJfw/g9UZO51NWMs6Q/HP4qpo/3IxQu6+8xRvWC/XXeWXZ9oiTnFzEA0G8LYWNdHPnLxAqEx0sbs8BsA5kPwBwAAAOSJrdY1Klu0mNGfQIHq6+sLduVZLJaYAzeHwxHyODCOdLbZXXsej2fBYwZCQongby63LSvTxpWrE1o7r3bl6qgjoNMl02NJj094db/733XJPxPT8yf803rA/TO9esuGvA9xzAxEU3XuRAOT4xNePXJuSEOTyY9EDtT5xXed+kLZ9frvlZ8hrEFMsiH8BoCFFJtdAAAAAIDUCYz+rF252uxSAGTYwMBA8OOampq49g0P/2YfK/x4s0O9uQTCwbq6urjqKDRPVFZpRVF8odqKokX6emVVmiqKrma5Nan94x1L+sTwqZhDv4AJ/7S+MXwqrn1S4e3JcT324Ul96d1B1Z/+ib707qAe+/Ck3p4cT/m5AoForDf3BALR4xPerDj38Qmvtpw5qo2nf6xvX3hPb06M6q3JsY/DktM/1pYzR6PW+8Pxj3T3maMpC/0CZiQdHv9o3nMHZPLPulBl+2sc+D5c6IaNQPj9w/GPMlQZAISi4w8AAADIM4HRn4E76l2XDPlmrqq0eLEcyy36/MrfU5Pnpyk9Z5HEgFHAZH19fcGP411Xr6amRi6XK/g4vKtvdoAXrSMwXOBY9fX1cdVRaNatsOoF++0xd2qvKFqkF+y3Z7yLJJNjSd+eHE+oC1KSBi9e0K8mxzPSDWlG108ygejeGx1JjSVM5tyv3rIhqW7BeDtAEzVXpyIdXun19uS4nj7/H/q38fMajzIWOFteYzqRAeQSgj8AAAAgT922rEzfvLE66ucSHS8XTe3K1dpmvUm7P3SlbMToYhXJVrJCH12d1MUk15YCCoFhGMExn9K1UZ/xuPnmm0Meh3f12e122e12ud1uuVwuGYYx5zlmdws2NTXFVUchCnRqf2P4lAbn+Xu5duVqfd2kN70zOZb0OyMLd5TO54UR95z/9qWKGeM2kw1EN57+ccT2WAOVZM/9ivecHv7gFwkHJomEjokKP3c86wkWylqT4aNai3Wtc3KRpGkprtGtcwWq0Ry5eEFfeNepm5Ysl3XRkrjOlQqJht97PhzSD27lJhgAmUXwBwAAABSgJyqrdPeZowkFdSuLF+mTJSt1x8rVeqDCHnxD97olJSlZXzDQ0RJ44yzwBtMbvgt678pFgkAgivAOvXjX1QvvEJzd/Rfw+OOPq7W1VZK0f/9+tbe3Rz1WT0+PJKmtrS3uALJQLdSpPfvvWrMk8u9GImNJhy5546wslOtSakdBhjOr6yfZQHQ+C4VWyZ77wfd/ritxzgWY8E/rL957Q9ctXqp3py4mdf54Tfin9V/OHNVVv1+XFXvQE++fdaJrHWZaoM6jvt/qvamJmP4OCITKK373O+OGlatDvq5Yw/NwfkmeK5fkuXIp5nOlQjLh9/FLhu58Z0D7bqyh8w9AxhD8AQAAAAUo3vFyxZK+UHa9/rbyM3O++Rxr18p81i6z6O/XhL4xEt65SBAIRDpx4kTIY6vVGtf+5eXlCz6nsbFRdXV1cjqd6uzs1JYtW6KuDdjf3y+HwzFnMIi5zdepbbZMjSX1Jfl3ui/KqMBUSnbkZaKSDUQXMl9oley54w39AsZmrmpsKr1/nnO5mOBNTLH8WWf76NBEgr65TMxM663JMb01ORb8urZbb9KjHw6lvIsz2rkeqLDrzYnRpMPVZMPvn18yCqYjFEB2IPgDAAAAClQ6xsvN7lr5u+Ff6l/HP4rpXvnFKtLeG6t1/+qbF3zuXEGg65Kh3169rHcy3BkAZIOxsbGk9l+1alXIY6/XG/V5Bw8e1LZt2+R0OrVp0ya1tbUF1//r6+tTb2+vHA6HXn755aTqQXbKxFjS0uJFSVQolRbH91ZXPF1XqV5/MJ5zJxuIxmKu0CoT584ngT9rvxTx57tqUYl+7PuNJhcIvcwYHRrv6M1EHLl4QW9cvBBHH2Vy50pFuHp8wquDo+8nXQ9r/gHIJII/AAAAoICla7zcbcvK1Hvzeh2f8KZ93arwIHDLmaNpfdMKyEajo6NJ7R/e8TdfkHjw4EENDAyos7NTvb296uzslMViUU1Njbq6utTY2JhULZJ06tSpuJ6/Zs0arVmzJunzYmHpHktas9yqNycS/352LI9tvGwiXVepWn8wkXMnG4jGavDiBf3xr36k1YtLgiFkps6dT+pP/2TBdQEXksmgKNa1DFMhM6s1LmyhcDXem9hikYruXwCpce7cOZ07dy7m58f7u6nZCP4AAAAApG28nBnrViWzfiGQqwwjdF2zWEZ3JqO+vl719fVpO368Y0K/+tWv6pFHHklTNYgmXf9u3F9h17cvvJfw/g9ULLy+Zazri4UHA6lYfzDRcycbiMbjnamLemfqYjCEvGHxsoycN5+kKkBLd1B0fMKrR84NaWgyvWtjZqto4Wq6Ox+jdf9mk2xaezKbakH+OXjwoL71rW+ZXUbaEPwBAAAASLtMrluVyDpU7ZWf1qGxj+btTLQUL5aR5rWjgFRJdvRnuoNDYC63LSvTxpWrE3rTvXbl6gXfTD8+4dX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e+aERc+gXMHnFr2f+zdBz930iTVVlRmCEeLJS8e99IlwuV8S2dE9FiNZRmKrXMRft3r07ONp9rokLgYkM0YLagFT93hirVJ6vs7NTHR0dkq6Fho2Njbr55ps1Ojoqt9utwcHBkHO5XC653e6owd/s17OhoUF2u12GYYR0Uc7W39+vjo4ObnZLE4I/AHkhnd2FiRw72UAyk6HjHbcuW/D5iB8dgAAAZC+LxRJ8A8disWjXrl0h6+tZrdaUvKGyc+fO4DkWelPj6aefDrk7evfu3QR/AIA5nfnNlYSX+zjuvqz3fnsl6WVYzLRp0yazS0iK1+uN2BZYAzldogWL0eooBH19fcGQqr29fc4x6w6HQwcPHtS2bdvkdDq1alXk+4Mvv/yyJGl0dFRPPvlk1FA3lVJ1vsDXJM0dfErXXqvdu3cHfzeOFiAHQj+LxaJDhw5FDQYHBgb02GOPhQSAnZ2d2rVrF2tcpwHBHwCkUbKBZCZCx2jPH7k4rXOj05qhETAp4R2AX759pYY+mNLbv/74z+S2G0q0dV0pwSAAABnW0NCg+vr6qG9ypOKO+87OzuAbJLt27Vrw+RaLRW1tbers7JR0rQOhp6cnan2z36hJpaamJu3bty/lxwUApN4rx31J7f/PP/OldXkWzM+MTrtooVWhdvw9+eSTwY8bGhoWfP7evXu1YcOGqL8jhq9Vt3379uQLnEey5zMMQ5s3bw4GcIcPH553vb3GxkbV1dWpqqpKFotl3pBu165dc44Bra+v16FDh3THHXeE3GD3/e9/n/Wt04DgDwDyVLyhYfjzY10gXJJKFl37/1SMIzEL0XHP5ah3Yw59MKXv/dSn5UuK9PurFuuP7EsJAgEAyIB0rymyf//+4MexvKEkSVu2bAkGf9K1O6yjvRHS1tam+vr65IsMU1dXl/JjAgDS4+1fTyW1/6+Gk9vfbC+99FLUzqN4eTweU7oHo60t7PV609r5FC20Svd40WwUWGcuIJZOy1jXzkv3Oo2pON+jjz4a/Prb2trmDf0CLBaLHA7HgkFxW1vbgsd5/PHHg6PwpWudgAR/qUfwBwCIKt6xod6JmZiDQkS6dMWv0+ev6PT5K/reT336zA1LtGbVYp0fm6Y7EACAHNPX1xe8k9liscT8pkz4Gy9zdfXV19enJfgDAOSOiankrr2T3d9sdrs9JSFZLKHHXAzDkNPp1MDAQHBkpt1u19q1a1VXVzdvfRaLJWKsuBndd+keL5qNPB5PyOMTJ07E9HtVe3t7SsJmM/X19YWMlo9lKkWAzWaLeO0CHnrooZhH1N91110hwd/JkydjrgGxI/gDAMwp3rGhsQSFiM0vf31Fv/z1lZBtge7AdbalevjOa2s0AgCA7DMwMBD8uKamJq59HQ5HyFotAwMDhHwAgAgrSopM3b/QdXZ2qqOjY97ntLe3z9kBFW094dHR0ZTVF020YNFms6X1nNkovMtx586dc65LN9tC3WxS5oPUeM83e8TpQuF0uObm5jnDabvdHvONboFxoYHv/0JdZzLdCP4AAAuKdWzoQkHh2puW6p9+5iMYTNJxz2X91QvnVXvrMrX9qZUOQAAAskxfX1/w43jfUKupqQkJ/ua6sxoAUNhuu6FEQx8kPq7z05UlKaymsLS0tIR0Tc2lo6NDAwMDOnjwYMTnbDZbxLjPkydPpvVmn2jB4s0335y282Wr8IDKMAxt2LBBDQ0N2rJlS9yBWK5wu90h33Px/o6aiu9Nl8ulEydOhGwLD8CRGgR/AICUmy8ovLNqRdRgsHxZsY69d1mXr+b2uJFM8fsl5+lJOU8P0wEIAEAWMQwj5A2MeN84Cn8DLtoaQAAAbF1Xqu/91Jfw/l++vTSF1RQOwzCCoV9DQ4MefvjhYIDi8Xj02muvhazX63Q61dPTE7GGWbTQZWBgIKauskRFu5ko1nWI57Jt27Y5R5OnS11dXdQwNR5NTU3q7e0N2dbf3x/8s7Xb7aqtrVVNTY3q6uoyvnZfOoSH1ekOfV0ul5xOp37xi1/o5MmT/E6bYQR/AICMmysYPPXhZUaFJuC457IefPE3euovVmvDrcvNLgcAgIIW/qZavG8Uhb8ROLv7DwCAgFuuW6J1tqU67on/+nmdfWnIsh2IXeDf+aamJu3bty/kcw6HQw6HQ1u2bNGmTZuC2/fs2RMR/NXX10cET0NDQ2mqOvrx4xnPOJfwsZmZkIpz7tu3Tx6PZ87QMtAdF/gzstvtamtri/hzzCVnz54NeZyOMa8ul0vPPPOMBgcHIzr57Ha7bDabHA6H+vv7CQLTjOAPAJA15hsVel3pIn1oTOvUh3OPMildWiTf5cLsGJy84tdff++3+sbdFfrzz64MvoZv//rj1/C2G0q0dV0po0EBAEij8PFF8a69YsYbaMmYHXQylhQAMuvhOy168MXfaPJK7NfBy5YU6eE/y78xhpkSCCva29vnfI7D4VB7e3vIGoAul0sOhyP4uK6uLmI/wzAinpdK4cFfst1+ktTd3Z30Mcxy8OBB9fT06Mknn1xw3KTb7daePXvU09Ojl19+OSdHgYb/npbKtfUMw9Cjjz4a0VU41/jUTHeJFiKCPwBA1plvVOhc6wd++fZSffL3lujMb66o80deHXlnUjMFlgFOz0h/88qI/vZ/j0T92oc+mNL3fupjNCgAAGk0NjaW1P6rVoX+DpTKN2VSxTAMeTweud3ukHFmbrdbHR0d2rJli8rLy2W1WnPyjTEAyBVVNy7VU3+xWl/7pwsxhX/LlhTpqb9YzbVgEjweT0xrwDU1NYUEf263OyTQs1gscjgcEZ39L774YkQnYaqEnyuXu9dSpbm5Wc3NzRoYGFBfX58GBwfn7URzuVzq6OhI259ROoX/TpmqjjvDMLR58+aQ4zU0NOjpp5/m90ATEfwBAHLKfKFg4PN/f891BT02dKHA87jnsv7qhfOqvXWZ2v7USgcgAAApNDo6mtT+4R1/yQaJqbZ79+6I0WSzdXZ2BsNAi8WiU6dOJXSeePdbs2aN1qxZk9C5ACCXbbh1uZ6777oFr3/X2Zfq4T/jBtBk2Wy2mAIzi8Uii8US7CSL1tG/a9cutba2hmzr7e1NS6jU09MT8ripqSkv1q1Llfr6etXX10u6FmQ5nc5gGBjeDdjb26v29vacC7VsNltI+JuqcfKtra0hoV9dXV1OdIKeO3dO586di/n5if5OaxaCPwBAXppvbOinK0u09qal+sejY/rV8BWzSzWF3y85T0/KeXqYDkAAAFIo/M2hXBvduZB9+/Zl5C73+UaoRfPVr35VjzzySJqqAYDsttD1b2BCDpLX2NiY0H7RQrbGxkbZ7faIzquOjo64/x1cSHjwl+rj5xOLxaLGxkY1NjZq37596uvriwhoT5w4EQwKc0X492Aqxm263e6I43R1dSV93Ew4ePCgvvWtb5ldRtoUm10AAADpFOgQ7P6/rlfPVyrV/X9dr0e+uEp3Vq3QP/63Su3ZvEqLYvzXsGSx9Nkbl6i4KL01Z9pxz2X9t++c1z//bNzsUgAAyDvJduzlW3AIAEifua5/Cf0yzzCM4M1Adrt9zu66xx9/PGJbZ2dnyrqxJGlgYCDkeF1dXTnXrZZqLS0tMb/GjY2NEUFptk1kiEW0dSX7+vqSOmZ46NfQ0FDw31vZguAPKWcYhvr6+rR79261tLSopaVFHR0dUVujAcBsX769VP/j/k9onX3+brd19qXq+q+f0P/8q0odeGDh5+ea6Rlp7yGv/uv/GNapDwtvPCoAANnCarXO+xgAAKROut6rnB2IzDcatLGxUU1NTRHbwzvMkvHYY48FP25ra0u4azFfGIah/v7+uNa4a2hoCHmci2NSo3UoPvnkk0kdMzwAjfX31lwMTnMNoz6RUp2dnSEL10bT3t6utra2DFUEAAuLdyzK7Od3/sirI+9MLriuXq741fAV1v8DAMBEXq/X7BKyQkdHh6qqqmJ+Puv7AQCyyf79+yVdC4gWeh903759GhoaCulAc7vd2rRpkw4fPpxUHS0tLcGAq66ujhGfs8TzO9fsoMpiscjhcCR9TDP2a2trC67FLF37PktmtGz4ZAqPx7PgPrt3744rdE2Xbdu2Re2CnMupU6dy6ueH4A8p09LSov7+/gWf19HRoYGBAR08eDADVQFA7AJjUeJ5/t/fc51OfXh5wYXUc8ns9f+WLynSdWWLVLK4SIuKr3UGrigp0m03lGjrulKCQQCAKTwej5588klZrVYZhqHnnnvO7JKCwscbJRvkFeqoz6qqKq1fv97sMgAAWSBamOB2u1PSdRXt3+lkQ4m+vr5giBfremcvv/yyNm/eHHJul8ulTZs2qaurK6Gvdffu3cH3apuamjKyRm8uCPyZDwwMzNuNOdtrr70W/DjaeNZc0d7ert7e3pBO187OTq1atSqhRp21a9eGPHY6nXP+bBqGoUcffVRWqzXq2paZtmbNmry+cYxRn0iJQIu0dK31+fDhwzp16pROnTqlw4cPR/zF4XQ6IxaVBYBcFegAfKm1Un/5n0q19qYSfer6JVp7U4n+8j+VquPLq3N2NOilK355Rq7qnfNX9KvhK3rn/BUNfTCl7/3Up+1dw/r83g/U3D2sf/iXUZ35zRWzywUA5IiTJ0/q9ddf1+DgoN5///2EjtHX16fe3t6k1yZJtVWrQm8iineUUfjzP/e5zyVbEgAAOW1gYCBiW/jaYomK1sSQzLENw9Du3bslXQv95uoMC2exWHT06NGIDiSXy6UNGzaEdGktJLBPb2+vJGnv3r2EfrMEAqf+/v6Yfo90uVzB17+urm7esDB83cBYw61M7vfyyy9HbOvo6NC2bdvm3d/lckV069lstojnbd++PeI4PT092rx5s+rr66N+L7I8WOoVRMff2NiY7rjjDr311ltml5K3AnfeRLt7xOFwyOFwaMuWLdq0aVNw+549e2K+qwIAcsF8HYN3Vq0IjhL9uXtSngtXdXk6wwWmwaUrfp0+f0Wnz1/R937q0zrbUj18p0VVN+Zm0AkASK/e3t6QdWYCbDab7rvvPu3cuTOm4wTWD/H7/SoqKkpliUkL79A7e/ZsXPuPjo6GPI72hgoAAPmsp6dHY2NjOnv2bMQIzIDOzk65XC45HA6tWrVKNpstprXrBgYGdPLkSY2OjsrlckUN+QLBWW1trW6++WaVl5fH/B5ma2urDMNQe3t7QmvpHTx4UJ2dndq/f39IGNLR0aGOjg41NTWpsbFRdrs92FVlGIY8Ho+cTqdee+214OvV0NCg9vb2nFyPLp1md5C2traqqalJDz30UMTrZBiG9u/fHwz9Ghoa1N3dHXG8np4eud1uGYYRNUic/b00+/s00/sFOBwOHT58WPfcc0/I95jT6dSGDRtkt9uD+4+OjsrtduvkyZNyu92yWCwh4y4Dj2cv/eV2u7Vhw4Zg6O1yuWSxWPTyyy8Ht4V32t5zzz3asmVLXD9rmF9BBH9er5cFI9MskOLPN+fW4XBE/EUQ+AcaAApBeDD4zz/z6e//ZVTTMyYWlWLHPZf1wP88rxsti1S2vJjRoACAoHvvvVdOp1N+/7WFcYuKioIfezwedXR0qKenR11dXfrsZz9rZqlJCR95FO+oz/BrV96sAwAUmj179iz4HIvFoqGhIQ0NDckwDDkcjpiCts7Ozpg6+rxer/r6+oLBSCxhREdHh5xOp5qamhIamxjQ1tampqYm7d+/P2IsY29vb7CTLxqLxULgt4DwbrTZr6ndbld5ebk8Hk/wdbfb7Xr88cfn/P6a7/vVYrHI6/UGj19XVxc8Tqb3m83hcOiNN95QR0dHxPeT2+2O2vlnsVj0/PPPR4y1b2tr08DAQMTPVSCArqurU1dXV8h+4R1+Ho8nGHbfddddEedA/Aoi+CP0Sz+Px6O6uroFfyibmpoi7gAg+ANQqL58e6luu2FJXq0PGPChMS0ZH7c0BsaD0hEIAIXpueeeC47pCgR+fr8/eP0QuPg/e/asNm3apO7ubm3evHnO42XzunfhHXonT56Ma//wdYwK9Xppx44dKikpidje0tKi1tZWEyoCAGTKuXPn0nbsgwcPpuW4PT096uzsVENDQ0rGagY6qdrb2+VyuYKdfB6PR16vV4ZhyGKxyGazyWq1yuFwqK6uTvX19Sn4avJbe3u7mpub5XQ6NTAwII/HEwz6Al1tNptNdXV1Mb2miX6/Znq/cBaLRfv27dNDDz2k/v7+4GsRCP0sFotqampi+t46ePCg+vr61NPTEzyGxWJRU1NT1EahdP6MJ6urqytqZ+fU1JQJ1SSuIIK/2YtvIj1sNltMd75YLBZZLJbghX02X7ADQCYE1gcMjAH91fCUJqb8WlFSpE9XlmjtTUv1Tz/z5U0wGOgILF9WJOuKRbKuKKYbEADy3NjYmDo6OkICv/b2djU1NQWvB8bGxjQwMKBnn31WLpdLLS0tam9vj3n0ZzYJv+aJdY2WgNmjQcPX+SkkIyMjUbf7fL4MVwIAwPwGBga0Z88e1dXVRQ0MkhVYRgmpExiVyljJa69FW1tbUl2qktTY2JjQeNts4/P5NDw8bHYZScua4G/nzp1p6cxzu90Rd0wi9RL9oablHACuWWh9wB+8NaGvv3ohb8aCjk36NTZ5VZ6Rj7sBly8p0u+vWqw/si8lCASAPBIY+xNYj+/QoUOqrq4OeU55eXnwzYK+vj7t3r1bHR0dcrvdeuqpp+Y8dlFRUVbeTFhbW6v+/v7g43iWOBgaGgp+XMh37VdUVETt+CstLTWhGgAAonO5XNq+fbvq6urS1k0IIHNKS0tVWVkZsX1qamrOG9OyUdYEfzMzMxoYGEjLwuzpWPA9sLhnb2+v3njjDebOxsgwjJD5yAR/ABCbP//sCq1cWqSv/dMFTV7xm11OWly64tfp81d0+vwVgkAAyCMnTpyQdC2ka2triwj9wjU2Nqq+vl4tLS168cUX5fV69dxzz0V9rt/vz8qlHbZs2RIS/DmdzpiDv8B6KNK1pRIK1YEDB7R+/XqzywAAYE4ul0ubNm2Sw+Eg9APyRGtra9Sx8seOHdPWrVtNqCgxxWYXEDB71mtg/Euq/kslt9ut3bt3q6qqSp2dnTIMI+7F2ucyMDCg3bt3a9OmTaqqqtKaNWtUVVWlTZs2Bc+V62Yv8kkrNQDEZ8Oty/Xcfddpnb0w1scLBIHf+6lP27uG9eA/ntepD/Nj5CkAFJLZoy7vuuuumPYpLy/XwYMH9eCDD+r73/9+xgOwZMPE8IkoPT09Me3X19cX/LihoYEbTAEAyFJut1v33HOP7Ha7Xn75ZbPLAYAQWdPxZ7fbVVtbqyNHjmjfvn266aabUnJcj8ejzs7OpMd9ulwuPfPMMyF3baaKy+VSa2tr8ILY4XCopqZGXq9XLpcr+F9HR4f27t2b04HZ/v37JX08OxgAEJ/wNQF/7p7UB6PTupSnXYCzHfdc1l+9cF61ty5T259a6QAEgBwU78SP9vZ22e12PfbYY2pqalJvb2/wc7PX0Uu18Js7EwkC29vb1dHRIenam4MDAwMLju4MXC8F9gcAANnH7XZr8+bNslqtOnTo0Lw36gR+Vwn8bsH0MwCZkDXBn3Ttwmbz5s0qKipK6SLmFotFDz74YNz7GYah3t5e9fT0xL0ge6x6enq0Z88eSdfGuLS3t4f8Y2EYhh599NFg4Lhnzx653e6cvAjs6+sLjq3p6uoyuRoAyG3hawIGgsBfDU9pYsqvFSVF+nRlidbetFT/eHRMvxq+YmK1qeP3S87Tk3KeHtbyJUW6rmyRShYXaVGxND0jFRdJM34FH68oKdJtN5QwKhQATGS1WpPav7m5WTabTffee68aGhr08ssvp3Wdt4GBgYhA8cUXX9S+ffviOk5bW1vIteRjjz0275uDPT09weulvXv38sYgAABZyDAMbd++Pfi7wh133BHyufk0NDSou7s7rfUBgJRlwZ/D4ZDdbtezzz6r7du3p+y4N998c1zPNwxDra2tIWMppWvB3EMPPaTNmzen5M7SgYGBYOjX1tYWNcyzWCzq7u5WS0tLMPzr7OzU2rVrI8bHZDPDMLR7925J10K/WNe3AADEJjwInO3OqhX655/59Pf/MqrpmQwXlkaXrvjlGbm64POGPpjS937q0zrbUj18p0VVNxbGqFQAyBb19fXBTj23273gGn9zHePQoUPavHmzNm3apEOHDqWkNpfLJafTqdHRURmGIY/HE3EdKEm9vb0aHBxUdXW17Ha7Vq1aperq6gU7+A4dOqQ77rhDhmEEuwOiXQ91dnYGuwPb2tpyesoLAAD5yjAMbd68OXhTT7zvDyd7MxQAxCqrgj/pWrj21FNP6ciRI9q4cWNKjmmz2eJa689isQQv9iwWi3bt2qWmpqbgnZlWqzUlwd/OnTuD51iog+/pp58OGTO6e/funAr+WltbZRiG2tvbc6puAMgXX769VLfdsETP/Juh4+7CXCfvuOey/tt3zuuvv2jVl28vM7scACgYs6e5PPvss3ruuecSOo7D4dChQ4e0bds2bdq0KSW1OZ3OYOC2ELfbHTIJpqGhYcHgz2Kx6I033ghOcXG73dq0aZPsdruqq6s1NjamoaGh4PVlV1cX10sAAGSp73//+zFNhZtrHHn4KHEASJesC/6am5v15JNP6sknn0zZenrl5eVxLwYfuIiLdqdleXl50jV1dnYG/wHYtWvXgs+3WCxqa2tTZ2enpGt3lPT09EStb9u2bVHvUk1WU1NT3ONtJKmjo0NOp1NNTU2s6wcAJpq9PmDnj7w68s6kZvJ/acAQ0zPS3kNe/T8/8MpWsUR/ZF/KGFAASLPy8nI9/vjjevLJJ9XX1yer1ar29vaExnU6HA69/vrr2rx5s8bHx5Oura2tLe3XKIEpLi6XSy+++KIGBwfl9XrV398vu92umpoaNTY20uUXZseOHSopKYnY3tLSotbWVhMqAgAUuubmZv69BvJcV1dX1JG8U1NTJlSTuKwL/srLy3Xvvffq/fffT+lx9+7dG9fz0z1vefai7Q0NDTHts2XLlmDwJ11bMy/aPzZtbW0L3nmaiETWXezp6VFnZ6caGhoSCg0BAKl3y3VL9Pf3XKdTH14u2A7Ay1el0+ev6PT5K/reT31avqRIv79qMUEgAKRJW1ubfvGLX+j111/Xiy++qJ6eHtXV1am5uVlf+tKX4jqW3W7XoUOHtH37dnk8njRVnHoOh4NrojiMjIxE3e7z+TJcCQAAAAqFz+fT8PCw2WUkLeuCP0l5fzHU19cX7PazWCwxL9oevg7EXF199fX1aQn+4hVYw7Curo6FawEgC83uAHzluE8/d0/qg9FpXbpSYG2AurZe4OwgkPUAASD1uru7NTY2Jo/HI7fbnVRoFwj/Nm/enPKbRpEdKioqonb8JdIpCgAAAMSitLRUlZWVEdunpqbmvDEtG2Vl8JfvBgYGgh/X1NTEta/D4ZDL5Qo5VjaEfOFcLpe2b9+uuro6HTx40OxyAADzuOW6JXrki6uCjwNB4K+GpzQx5Vdx0bURmVPTM/rN2ExBBIPHPZf1Vy+cV+2ty9T2p1Y6AAEgRcrLy1VdXa3q6uqkj2WxWHT48GF9//vfT0FlyDYHDhzQ+vXrzS4DAAAABaS1tTXqWPljx45p69atJlSUGII/E/T19QU/ttlsce1bU1MTEvxl42gbl8ulTZs2yeFwEPoBQA4KDwLDFcoagX6/5Dw9KefpYToAASBLJbKeOwAAAADkM4K/DDMMIzjmU7p2l2o8br755pDHbrc7FWWljNvt1j333CO73a6XX37Z7HIAAGlQiGsEHvdc1gP/87xutCxS2fJiTc9IK0qKdNsNJawJCAAAAAAAgKyR88Fff3+/du7cmTPrOoR36MW6vl9AeIfg7O4/s7ndbm3evFlWq1WHDh2aN9QMhJ9er1dS/K8DAMB84WsEzh4NOnZpRsNj0/LnWUfgh8a0ZEwHHw99MKXv/dSn5UuK9PurFuuP7EsJAgEghXLteg8AAAAAzJbzwd9rr71mdglxOXHiRMhjq9Ua1/7l5eUprCZ1DMPQ9u3bg4HeHXfcEfK5+TQ0NKi7uzut9QEA0meu0aCF1BF46Ypfp89f0enzVwgCASCFcu16DwAAAADMlpbg7/3335fL5ZLX65XNZtPatWtVVlaW8vO8/vrr6u/vV1FRUcqPnS5jY2NJ7b9qVegbq4GOOTMZhqHNmzcHx44uFPSFizf8BADkhmgdgaMTM5q4PKMr035NXpEuX82zlsDfCQ8CVy4t0h1/sEw76iyEgAByHtd7AAAAAJC9Uhr8nTx5Uq2trRHjLCWpvr5ebW1t2rhxY0rO9dRTT6mzszMlx8qk0dHRpPYP7/hLNkhMhe9///sxrTVosViihoKJhJenTp2K6/lr1qzRmjVr4j4PACB5c3UESgqGgj93T+qD0WldupKfQeDFy3798NQl/fDUJa2zLdXDd1pUdeNSs8sCMIdz587p3LlzMT8/3t9NcxXXewAAAACQ/VIW/J08eVKbN2+WJPmjLOjzk5/8RAMDA2pra9PXvva1pM4TuNiMdp5sFx58Zevozng0Nzerubk5o+dsb2+P6/lf/epX9cgjj6SpGgBAosJDwTO/uaLOH3l15J1JzeTeP/MxOe65rL964bxqb12mtj+10gEIZKGDBw/qW9/6ltllZBWu95BpO3bsUElJScT2lpYWtba2mlARAAAA8l1XV1fUZcmmpqZMqCZxKQv+Hn30Ufn9fhUVFYWMYglsC3zc2dkpj8ej5557Lu5zBO76DFwAFhUV5fzFYLIde/kQHAIAEHDLdUv09/dcl/frA/r9kvP0pJynh1kPEEBO4HoPmTYyMhJ1u8/ny3AlAAAAKBQ+n0/Dw8Nml5G0lAR/TqdTLpcr5IJPkux2u2w2mzweT3AUpN/vV19fn2w2W8x3gobf9Rl+nscffzwVX0ZOCF8Pj/XxAAD5KHx9wHweBRq+HiBBIIBsw/UezFBRURG146+0tNSEagAAAFAISktLVVlZGbF9ampqzhvTslFKgr+enh5JH1+Ytbe368EHHwx5ztjYmF577TU99dRTMgxDnZ2d2rJliz772c/Oe+z57vpsaGjQ008/XVBdb4msh5ePOjo6VFVVFfPzWd8PAHJTtFGgrxz36VfDU5qY8qu4SJqekRYVSzN+aWJqRh+OTiuX48HwIJA1AYHM27Ztm+rq6mJ+/qlTp+IeRZ9LuN6DGQ4cOKD169ebXQYAAAAKSGtra9Sx8seOHdPWrVtNqCgxKQn+Aou7FxUV6fnnn1dDQ0PEc8rLy9Xc3Ky77rpL99xzj06ePKndu3erv78/6jHnu+vTbrfrm9/8ZlwX49nCYrGEPE42yCvUi+CqqiouAgGgAIUHgdHk25jQ457LeuB/nteNlkUqW16s6RlpRUmRbruhhI5AIE3WrFnDjWOzcL0HAAAAALmjOBUHGRsbU1FRkRwOR9SLwNksFosOHz4sm82moaEhDQ4ORjznqaee0ubNm+V2u4MXgX6/X36/Xw899JCOHDmSsxeBq1aFvlkZ7xp/4c//3Oc+l2xJAADklcCY0JdaK/WX/6lUn/rEYi1fUrTwjlnuQ2Navxq+onfOX9HQB1P63k992t41rAf/8bxOfZgfISeA7MT1HgAAAADkjpR0/LndbhUVFWnXrl0x7/PNb35T9957r/r7+1VbWytp/rs+HQ6Hurq6ZLPZUlGyacI79M6ePRvX/qOjoyGPc/31AAAgXeYaE5pv6wUe91zWX71wXrW3LlPbn1rpAASQclzvAQAAAEDuSEnwFxDPRVp9fb2+9KUvaWBgQJL05JNP6rnnnou6tkO0NSRy1dq1a0MexzvqM7zjz263J1tSTtqxY0fUhd5bWlqizuAFACBaENj5I6+OvDOpmRzPAP1+yXl6Us7Tw6wJCKRRV1eXuru7I7ZPTU2ZUE3mcb0HAAAAANkvpcFfvCFUc3Oz7r33Xm3cuLFg7voM/1pOnjwZ1/6B9TUCHA5H0jXlopGRkajbfT5fhisBAOSqW65bor+/57q8XBPwr/7ned24apGWLylmPUAghXw+n4aHh80uwzRc7wEAAABA9ktJ8GexWDQ2NqaysrK49quvr5ekkIvAfL/r02KxyGKxyDAMSdfG5sRj9mjQQl73oqKiImrHX2lpqQnVAAByWWBNwLzqAJR0bnRa0rQkBdcEXL6kSL+/arH+yL6UIBBIQGlpqSorKyO2T01NzXljWj7geg8AAAAAckdKO/7Gx8fjvhgMCFwEFsJdn7W1terv7w8+drlcMXfuDQ0NBT8OXEgXogMHDmj9+vVmlwEAyCP52gE426Urfp0+f0Wnz18hCAQS0NraGnWs/LFjx7R161YTKsosrvcAAAAAIPulNPhzu92qrq6Oa5/A3aN+v79g7vrcsmVLSPDndDpjDv5cLlfw46amppTXBgBAoZvdAfjKcZ9+NTyliSm/iouk6RlpanpGvxmb0aUrOd4WqMggkPUBAcyH6z1kEuu6AwAAINPyZV33lAR/VqtVY2Nj2r9/v3bt2hX3xaDNZlNXV1fc+5llbGwsqf0bGxtDHvf09KitrW3B/fr6+oIfNzQ0yGKxJFUHAACY2y3XLdEjX1w15+cDweDP3ZP6YHQ6L4LA457L+qsXzqv21mVq+1MrHYAAJBXe9R6yA+u6AwAAINPyZV33lHb89ff3BzvZHA6Hampqgv/NdZG3b98+NTQ0JHxOj8ej119/XTt37kz4GPHyer0hjxMJAtvb29XR0SHp2p2zAwMDC47u3L9/f8j+AADAPOHB4JnfXNGBAUNvnJnUxcu5GwL6/ZLz9KScp4cZBQogRKFc7yE7sK47AAAAMi1f1nUv8gdWV0/Cxo0bgwu2hxy8qCjkcXl5udauXSuHwxH8/0033ZTUufv7+7Vz5069//77SR0nVgMDA9q+fXvItqamJu3bty/uY23YsEFut1uSZLfbdejQoTm7+Hp6erRnzx5J0t69e9Xc3Bz3+XJZ+Lopc10EMvYFAJANzvzmijp/5NWRdyY1k7sZYASCQBS6+ca+zL4IfOWVV/JqPepCut6DecKv+fLt5wgAAAC5K9d+V01px1/4hZ+kkItDwzDkdDrldDpDnmOz2eRwOPS5z31O1dXVstvtMV8gejye5Iqeh8vlktPp1OjoqAzDkMfjiahdknp7ezU4OBisfdWqVaqurl6wg+/QoUO64447ZBiG3G63Nm/erK6uroj1/jo7O4PdgW1tbQUX+kXD2BcAQDa75bol+vt7rtOpDy/rmX8zdNx92eySUiJ8TUCCQBSafBn7kqh8u94DAAAAgHyUkuAvMPrS7/fLbrfL6/XKMIyI582+UJx9geh2u+XxeIJjYwJmj4+x2Wxau3atysrKQp5z9uzZVHwJUTmdzmDgthC32x3s3pOurcG3UPBnsVj0xhtv6NFHH1V/f7/cbrc2bdoku92u6upqjY2NaWhoKPhadnV1RawPWKgY+wIAyAVVNy7Vc/d9Ii/XA5Qig8B1tqV6+E6Lqm5canZpQFrky9iXeOXr9R6QjQK/M7z96ylNTPm1oqRIt91QkpU32ORSrQAAAIUkJaM+P/vZz2psbExvvfWWysvLJV1b987j8ejEiRNyu91yuVwhIVawgLC7RmMdH2Oz2eT1etXX16eioqKcH/3icrn04osvanBwMHghbbfbZbPZ1NjYWPBdfrnWSovCZhjGnGN707EfgNyTr0GgJC0qlv76i1Z9+fayhZ8M5Il8/12V6z1kQr7/HC3k1IeX9cwPDR33zD0lIFtusMmlWgEAAFIh135XTdmoT4fDEbwIlK5dsFVXV0cs8j77AnFoaEhDQ0PyeDzzXiBGGx+TbxwOR0LrBAIwX+Dvpddee039/f2y2+06evRo2vYDkPtuuW6JHvniquDjfFoTcHpG2nvIq//nB17ZKpYwBhTIE1zvAelz9J1L+to/XdDkAjcCHfdc1oMv/kZP/cVqbbh1eYaqC5VLtcaKzkUAAJBvUhL8GYYhq9Ua03NnXyA2NTUFt4+NjenEiRM6efKkfvGLX8jj8cjlckXsH21dCQDZa82aNcGPZ3ezRfs7IzBGSlLU8VGz/f/bu//gOO7zzvMfkAR/CUKDsumlRAetKMpFy3BIW6rVFnEcVCpxKmAAc0ty1ZIoQFexGQPyiPonaxGKsFXxVmUUg/ZuXZXosYCsYp85WJK+s32hgJCuKK7dGZq6k0+0iOFio6NKYU9EGUdaBBqGSAIQgPsDnhHmB4AZzI/unnm/qlTGNKa7HwzxNeaZ5/t9voZhqKGhQefOnXNklVwwGFx2ZnspzgNQ2SpxT8Dpj0QbUKBCkO8BpTP6/rSe/z8+0PRHuc38uTu7oD//wQf69lPby/431clYS1GcW2nl4sh7M7x/AQAAnlW0FX9LZ3+u9Xy/3y+/359yPJEQxuNxvfXWW7py5UrKXnoA3K23t1fj4+OybVsjIyPJD3gKLXrZtu1oa8xYLKaJiQk1NDTk9bOs9TwA1SF9T8C3xxY/3FpXI03emdfY5JwKb9LujEvxaX3xb27oAWO97t2yTnPzYkY94CHke0BpvPSanXMhLeHu7IJe+gdb337qUyWKKjsnYi1Vca6YKxcLKUoWWtDM53xWNgIAUD2KUvh77733inGZrBobG9XY2Jhx/MqVK/re976n//Jf/kvJ7g2gcIFAIOXx4cOHM9o39fX1ye/3yzTNjPNt29bExIQsy0rOEB8eHpa02HLKKadPn05+PTQ0pO7u7pKeB6C6pLcCTRh9f1pf/7txvT0260BUxfG+PSfZc8nHiQ/tttTW6NPbNtAaFHAh8j2gNN69ObviPnkruWRN659+Oavf/GR5/l46EWup2ooWa+ViIUXJQgua+ZwviZWNAABUmXVOB7BWu3fv1vHjx/XHf/zHTocCIA/Nzc0Zx5Yr+kmLLT1N01Rzc7MCgYAGBgbU398vSVk/JHLCWguQThYuAXjTrgc26Xt/ukM9B7ZpvWffxWV3Z3Yh2Ra0vX9MX/neDY2+7/2WpwDWhnwP1eBHl6YKOv+HbxZ2fj7KHWuiOLda0S8hUZzL5b1DISsXEy6+c0dfOXlz1WJooih58Z07RTk33/O7/rcb6v7fbqz5XgAAwJs8/5HRZz/7WadDgAOOHDmixx57LOO/REEI7lWMYl2iSJjrXjOlttY43BI/AO958rE6/ec/+ZQeNSt3Vval+LS+9J0b+uqZm3r3pndXOKKy9Pf3Z30PeuTIEadDq1jke6hk//iLmYLOf3ussPPzUe5Yi1Gcy6YYKxcLKUoWWtDM9/zZOWlmbvXnZbsXAADwrqLt8eeUQveagDfdunUr6/GpqfLNeITznNrfDwDcYKX9AOfmpZm5ed2cnNedHD8YcqOFBSl69a6iV8doBQpXmJqa0tjYmNNhVBXyPVSy2zOF/Y0u9Pxy3iuf80vZVrQYKxff+f9m116UXFBB+ySupSCa772ODt7U/cYG9gAEAMDDPF/48/v9+spXvuJ0GCiz++67Txs3bsw4XldX50A0cMq2bZn7XwFAtVluP8CERGHw59ZdvTc+59lCYKIVaKId6D2barTvtzbriN/gwyiUTV1dnXbs2JFxfGZmZtmJaSgM+V71OnLkSNacr6urq2L2yd66scbR88t5r3zOL0Zxbrn3RoWuXLz8z9Nr3mv5krX2lXSXrGlF/987ay6I5uPD6QW9c2PxZ1xpD8DEe8x//MXi5DMKhQCAStDf36+BgYGM4zMz5eu0UAyeL/w1NjbqhRdecDoMlNkrr7yixx9/3Okw4BCfz6dTp05p7969TocCAK6XXhh89+asQj+Z0E/fuat5b9YAJS1+KPXa6B29NnqH1YAom+7u7qwFhzfeeENPPPGEAxFVPvK96lUNXV4euX+jRt5b+4dIv7MjszBaKuWMtZRtRQtduThm59g3swRe/q8rtzEtpcQegH/1hU+oYes6vfSanbUImSgU/sv7a7Vz2wbdmJyjKAgA8JRK6fLi+cIfgOrU3NzsdAgA4EkPba/VNw9t1+j703rpH+yCZp+7RfpqQAqBAOB91dDl5YlH6/T9n629kPnkY+V7LcoZaynbiha6cnF2zrlZU+9PfOTYvaXFNqDH/vdfqqZGmlkllP/xi1n9j1+kroxcafUgAABuUSldXij8AS71j3d/pe/esjRyZ0JT83OqW7dee7Y06E/uM/XI5nudDg8A4HHpewR6vRXoUhQCAcD7qqHLy0Pba/Vo46Y1tW981Ny07D52pVDOWEvZVrTQlYu162skOfNe6SMXtGqYLcKCx0vxaXV/74b+9W9uln1nnhWBAABXqZQuLxT+AJe5dHtCXxsb1U8//CDje//37XH99Qf/pP/5nk/oazt26dGtDeUP0GG2vdjexDAMhyMBgMqQrRVopRcCmWkOAHCLZz9n6Csnb+puHn9vN9fW6Nk/KH8+VK5YS9lWtNCVizuM9bLvzK/5/EJsWFejGYeKjsU285EUvXo35djSFYFPPnaPRt6bWXb/QPYXBABgZRT+ABd57Vf/n75ovanbCytPo/vphx/o37x7Ud8xH9Pn7v0XZYrOHfbt26e2tjYdP3581ecODQ0pHA7L5/Opt7c3r/sUci4AeNlKhcD4Bx9p2rmtbYrmUnxaX/ybG3rAWK97t6zT3Lz4wAgA4IhdD2zSX33hE/rzH3yQU0Ftc22N/uoLn3Bk8kq5Yi1lW9FCVy4+/KlavT02u/qTS+CBhg1654Yz9y6nS/HpFfcPrNtUo6npzN8/WokCAPAxCn+AS1y6PaE/sf4f3VnIbfbg7YU5fdF6U3/7UFNVrfyzbTvraj/btnX58mVduXJFkUhE0Wg0+b3GxsZVr7nWcwGg0qUXAn/45pS++eNxzTkz2b2o3rfnJPvjSiYfGAEAnND08BZ9+6ntq+69+6i5Sc/+gbN/n8oRa6nbihaycnFz7bqCipKFePr3DH31+7905N5ukq3ot9Sl+LT+9Ls39NU/atCTj7FNCgCgOlH4A1zia2OjORf9Em4vzOk/jI3qbx9qKlFU7pJo85nOsiw1Na3tNbBtW7t27SokLACoKk8+VqdH7q9d9QM/L7sUn9aXvnND+x/erMDvN7ACEABQcul777499nELw9/ZsVFPPlZX1j39VlKOWEvZVrTQlYuFFCW1oDWf6/+ftqz53tVmbl7qOzeh//PnH+qpffeu2DY0HW1EAQCVgMIfPOnIkSPauDGzb39XV1fWzTfd7h/v/irrnn65uPDhB3r77q/0O5u9O5NtcnJyxe/btq14PK6TJ09KkrZt25byfdM01d/fL0mKx+M6ceLEskXCdIZhrPlcAKhW6R/4VdJ+gAkLC4t7z0SvjrECEEn9/f0aGBjIOD4zs/a9qABgqfSV9m5WylhL3Va0kJWLhRYlCzl3LfeuZm+Pzerf/+hWxvFsXR5G35/WS6/ZK7YZ5T0hAMArKPzBk27dynzjJklTU8603CjUd29ZBZ3/nVuWvv7A7iJFU34tLS0FX6OtrS359fj4uEKh0JrOlaRgMFhwPABQDbLtBxj6yYR++s5dzVfQ51GsAETC1NSUxsbGnA4DAKpCqduKrnXlYqFFyULOzffeteulGkkzFbBHcylcik/rKydv6n/Zd6++9/qvVn1NE8//qy98Qk0PbylTlAAA5I/CHzzpvvvuy7rir65u+U283WzkzkRB58fusEJtKdM013wue/oBwNo9tL1W3zy0fXHGdIW1Al26AnBLrfTJe9dr68Z1mpsXLaCqSF1dnXbs2JFxfGZmZtmJaQCAtStHW9G1rFwspChZaEEz3/MlVdz7smK6O7uggcjKXYjSn//V7/9S/+Hf3Kc//N17ShgZAABrR+EPnvTKK6/o8ccfdzqMopmaL2z63dT8R0WKxBmnTp3S3r17ZRjZ92OwbVuXL19WOBzW8PDwqtdraGgocoQAgHws9yHduprFPVdm5uZ1c3Les61B78xK/3xrTtLHf79pAVUduru7s7aVf+ONN/TEE084EBEAVAc3tkAtpChZaEEz3/OzPff9iY/04bQ334s5bW5e+vc/uqUfvvkh7/sAAK5E4Q9wgbp16ws839tD2TTNZYt+0uI+fM3NzTJNM6fCXyHq6+tLen0AqCarfUhXia1BL8Wn9cW/uaEHjPW6dwsrAgEAqHSFFCULLWjmc376c0ffn2a/wAJdik/rT797Q1/9owY9+di9TocDAECSt6sFQIXYs6VB//ft8TWf79uyfNGskiRaeI6Pr/21AgC4RyW3Bn3fnpPszBWBW2pr9OltG/RZcxOFQAAA4Jh89wvc+Ov5yuwXmGpuXuo7N6H/8+cf6ql992rkvRn94y8+7nYxvyCtXycmgwEAyorCH+ACf3Kfqb/+4J/WfP4X71v7nnZes9LKQACAN6W3q/q5dVfvjc95thXoSu7MLujqjVldvTFLa1AAAOCofPcLnLg9n3OhsNq8PTarf/+j1ff7pT08AKAcKPwBLvDI5nv1P9/zCf30ww/yPnf/PZ/Q72yunpYSL7zwghobG50OAwBQAuktqN69OatXIrZef/duxe5Bcyk+rS9954b2P7xZgd9vYPY3AAAoq/z3C1y9UIjVXYpPq/t7N/Svf3Oz7DvzydecFYEAgGKg8Ae4xNd27NK/efeibi/k3jdja816/cWOXSWMyn06OzudDgEAUCYPba9V8AuflKSKXg24sCBFr95V9OoYrUABAIAjct0vcKVC4fa69XrfntPo+zNliNj7Zj5afA+4FCsCAQDFQOEPcIlHtzboO+Zj+qL1Zk7Fv6016/Ud8zE9urWh9MEBAOCwbKsBK7EQmN4K9J5NNdr3W5t1xG9QBARQVY4cOaKNGzdmHO/q6lJ3d7cDEQFYaqVCYbaiYP3mdXrjn6Y1/VFlvGcrNbpCAIAz+vv7NTAwkHF8ZsZbk1oo/AEu8rl7/4X+9qEm/YexUV1Yoe3n/ns+ob/YsYuiHwCgalVLIfDD6QW9NnpHr43e0ZbaGm2/d702bqjR+nXS3LxoCQWgYt26lX2vrKmpqTJHAiBfyxUFR9+fpk1oHpZ2hWAFIACUx9TUlMbGxpwOo2AU/gCXeXRrg/72oSb9491f6bu3LMXu2Jqa/0h16zbIt8XQF+8zq2pPv3KbnJx0OgQAwBpkKwSGfjKhn75zV/OVUQPUndkFxW99lHE80RKKNqEAKsl9992XdcVfXV2dA9EAKIbV9hPc+xub9IM3p1YsDG6ple7MljFol7gUn9ZXTt7UX33hE2p6eIvT4QBAxaqrq9OOHTsyjs/MzCw7Mc2NKPzBk6qh7csjm+/V1x/Y7XQYFSEej+f83MuXL5cwEgBAuTy0vVbfPLS9qmaWp7cJpRBYfJXS9gXwgldeeUWPP/6402EAKIGV2oR+btfWZQuDTz5Wp9/8ZK1++OaUvvnjcc3Nlzlwh92dXdBXv/9L/Yd/c5/+8HfvcTocAKhI3d3dWesLb7zxhp544gkHIlobCn/wJNq+IB8TExM5P3d4eLh0gQAAym65meXraqTJO/Mam5zTQoWsCEyXXgikRVThKqXtCwAAbrZSYVCSnnysTo/cX1s1k7uWmpuX/v2Pbmnw//qVdm7boBuTc8niKO3fAQAJFP7gSbR9wUrq6+tTHsdisZzOO3bsmCzLSjmWS9Ewn8JiMc4DAOSPvWZoEVUMldL2BQAArytG21Av+x+/mNX/+EVqz9NE+3cmewEAKPzBk2j74l3Z2m4We1890zQzjoVCIQUCgWXPCYVCisfj6uvrU09PT1HjAQC419IPjSptT8Bs7s4u6M9O/1K/cd8GbdxQw+zwPFVK2xcAACrFam1D//6/39Zf/O0HVdUW9FJ8Wl/6zg3tf3izAr/fwHs8AKhCFP4AlFUkEsk4dvbsWfl8vqLdwzRNGYYh27aTx4LBoN566y319vamFAYjkYhefPFFNTQ06PTp0xoaGkq51pUrV1a9X/qKwvRVg8U+DwBQfNW0J+CCpPitj5KPE7PDN22QNteuU+16aevGdWrYuo6iIAAA8LQ//N2tumdTjf78Bx/o7uzqs7s219bof9l3r773+q9yer5bLSxI0at3Fb06xgpAAKhCFP4AlFQ4HNbk5KSuXbumkZGRrG03Q6GQYrGYfD6ftm3bpsbGRrW1tRV036NHjyoYDKYcGx4eTu7ht7Qw2NHRoePHj0vKbL9pWZYOHz6cjK2jo0OGYSgcDsuyLNm2nVEslKSmpibt379fDz74YMrPs9bzAADlsXQF4CsRW6+/e1cfTnv3Q598TH8kTX+UmA4/r/itj4uCW2pr9OltG/RZcxOFQAAA4ClND2/Rt5/avurkrkfNTXr2DxYLZPse3qyv/9243h6bXfb5XsEKQACoPhT+AJRULm0zDcPQyMiIRkZGZNu2fD5fwQWvQCCga9euaXBwMOv3bduWaZrq7+9PWW2Yre3o0th2796t5ubmFX8uwzA0MTGRvLff70/+PGs9DwBQXg9tr1XwC5+UpIy9Y9bVSJN35jU2OaeF6qgJ6s7sgq7emNXVG7MUAgEAgOestifgk4/V6Tc/WZvy/O/96Q798M0pffPH455vFcoKQACoLhT+AJTU9evXHbv38ePH1dbWpnA4rCtXrsiyLBmGoba2NrW1tam5uTnjnEAgsOJegAlr/bmcfD0AAGuz3N4x1dAWdDkUAgEAgBettCdgNk8+VqdH7q+tqPd8rAAEgMpH4Q9ARWtubs5a4AMAoFDLzRxfVyPNzUszc/O6OTmvOx7eHyZXFAIBAEClWm214N7f2KQfvDnlqcLg0hWAW2prtP3e9dq4oUbr1y2+j926sYa9ngHAwyj8AQAAAAVYbeb4uzdnFfrJhH76zl3NV34NUBKFQAAAUHlWes/3uV1bMwqD0x/N658/mJPb3/7dmV1Q/NZHGccTez3fs6lG+35rs474Dd7DAYBHUPgDAAAASuih7bX65qHttAalEAgAACpYtsLgxXfu6M9/8IHuergDxIfTC3pt9I5eG73D/oAA4BEU/gAAAIAySG8T9XPrrt4bn6uKVqDp0guBzCQHAACVqOnhLfr2U9srZvIX+wMCgDdQ+AMAAADKKH02+Ls3Z/VKxNbr797Vh9PVVwSUUmeSs88MAACoJJW2R2D6/oB0cQAA96HwBwAAADjooe21Cn7hk5LEakCtvs8MHzABAAAvWm2PwL//77f1F3/7gebmyxxYAdK7ONAKFADcgcIfPOnIkSPauHFjxvGuri51d3c7EBEAAEDhsq0GXDozfF3N4gq4mbl53Zycr9rCoFP7Bfb392tgYCDj+MzMTMnuCQAAqsMf/u5W3bOpxtN7Al6KT+uLf3NDDxjrde+WdXRuAACHUPiDJ926dSvr8ampqTJHAgAAUDorzQyXWCEoZS8ElqpV6NTUlMbGxooYPQAAwMcSewJ+/e/G9fbYrNPhrNn79pxkzyUfL+3cQEt3ACg9Cn/wpPvuuy/rir+6ujoHogEAAHBGemHQiy2iiq2UrULr6uq0Y8eOjOMzMzPLTkwDAADIx64HNul7f7pDP3xzSt/88XhFva9b7X0arUIBoDgo/MGTXnnlFT3++ONOhwEAAOAqldAiqtTSVwjes6lG+35rs474jVWLgN3d3Vnbyr/xxht64oknShUyAACoQk8+VqdH7q/VS/9g65I17XQ4ZXEpPq0vfeeG9j+8WYHfb2AFIACsEYU/AAAAoIIkWkRV04dEhfhwekGvjd7Ra6N3aD8FAABcZdcDm/Ttpz6Vse/z1o01+p0dG7X3NzbpB29OVdR7voUFKXr1rqJXx7SlVvrkveu1dePifoHraqT5BfE+DQBWQeEPAAAAqDDLfUi0rmbxQ5KZuXndnJyvyj0BV5JLm9BshcF7f/UrB6IFKtuRI0eybu/Q1dWVdeUtAFSylfZ9/tyurXr35qxCP5nQT9+5q/kKent3Z1b651tzkuaWfQ5tQgEUU39/vwYGBjKOz8zMOBDN2lH4AwAAACrUSh8SSUopDI7fntft6XnNzi3o7qw0/VEFfWpUJMsVBqd/cduBaIDKtty+mVNTU2WOBADc76Httfrmoe0afX+6ars+0CYUQDFMTU1pbGzM6TAKRuEPAAAAqFIrFQYTRcGfW3f13vgcqwMBlNV9992XdcVfXV2dA9EAgDcs7fpQiSsAV7O0TSgrAAGsRV1dnXbs2JFxfGZmZtmJaW5E4Q8AAABAhvSiIIVAAOX0yiuv6PHHH3c6DADwJFYAsgIQwNp0d3dnbSv/xhtv6IknnnAgorWh8AcAAABgVRQCAQAAvCV93+dqe9+2dAXgltoafXrbBn3W3KQnHq2jEAigolH4AwAAAJA3CoEAAADesNz7trfHZnR7ZkHraqQPp+f1wYfzujNTme/h7swu6OqNWV29Mavv/2yKVqAAKhqFPwAAAAAFoxAIAADgDavt81wN+wPSChRAJaPwBwAAAKDoshUCX4nYev3du/pwuoI/RQIAAPCwatofcGkrUFYAAqgkFP4AAAAAlNxD22sV/MInJbEaEAAAwO2qbX/AS/FpfelvbuiBbeu1pXadtm6s0SP3b2Q/QACeROEPAAAAQFnlss/M3Lw0Mzevm5PzFfsBEwAAgNtle99Wqa1AFyRdH5+TNCdJGnlvRt//2ZS21Nbo09s26LPmJgqBADyBwh8AAAAAR620z4zECkEAAAC3qKZWoAl3Zhd09casrt6YpRAIwBMo/AEAAABwteVWCFIIBAAAcEZ6K9Bq6txAIRCA21H4AwAAAOAptAoFAABwh1w7Nyx9nzZ5Z15jk3NaqJC3aOmFwEcbN+nZzxna9cAmp0MDUKUo/AEAAADwtFw+cHolYuv1d+/qw+kK+YQJAADAA5Z7n1bJrUIvxaf1pe/c0P6HNyvw+w2sAARQdhT+4ElHjhzRxo0bM453dXWpu7vbgYgAIDvbtmUYhtNhAEBVe2h7rYJf+KQk2oQCAAC4wdJWoZU4QWthQYpevavo1TFagQIoOwp/8KRbt25lPT41NVXmSID8xWIxnT17VrFYTBMTE4rH47JtW5Jkmqbq6+vV0NCg5uZm+f1++Xw+hyNGPmzbVjQa1dmzZzU8PCzTNHXx4kWnwwIA/BptQgEAANwj2wSt9Pdl69dJ8wvybJtQ9gQEUG4U/uBJ9913X9YVf3V1dQ5Eg5Xs3LlTkpIrnhoaGpZ97sTEhGzbls/n0/nz51e99uHDhxWNRnO+trRYlLl+/XpuwRdRLBbTSy+9pOHh4RWfZ1lW8utoNJr8uqOjQ88884xM0yxZjMjOsqxVX/dgMKhYLKaRkZFkEbeU9wMAFE8++9L88/u/1Ae/vCHVrJfWbZC2fFI1tVvKGC0AAEDlWu19WYLX24SyJyCAUqPwB0965ZVX9PjjjzsdBnLQ29ur8fFx2batkZERxWKxrM/z+/3av3+/DMPQ3r17c7p2Z2enmpubde3aNcXj8ZRC2VKmaaqtrU2GYWjbttXfQBaTZVkKBoMpBT+fz6eDBw/K7/ersbExWbi0bVvxeFyXL19WOBxOea0GBwc1ODio1tZWfeMb36B1ZBlYlqX29vZkMfbUqVNqbm7O+tzE6s2GhoY1F/7yuR8AoHxSP4D6F5J+N+X7796c1YnTW3Wm7JEBAABUp6VtQkM/mdBP37mreQ+tAEx3KT6tL/3NDT2wbb221K7T1o01euT+jawGBLBmFP4AlFQgEEh5nFill/6c3t7evK/d1taW8jgUCikYDKYcy3X1YCmEw2H19PQkH/v9fvX19S27msswDPl8Pvl8PnV2dsq2bT333HMpRcPh4WFduHBBZ86coQVoifX09KSswGxvb192tejp06eTXw8NDa1pr9F87gcAcI+Httfq8L++l8IfAABAmT20vVbfPLTd8ysAJWlB0vXxOUlzkqSR92ZYDQhgzdY5HQCA6pJerJOkgwcPFuXara2tGcf8fn9Rrp2vY8eOpRT9+vr6dPr06bxaOBqGoYGBAZ06dSrluG3bamlp0dDQUNHiRaaRkZGMY8utWF1qrQXZtd4PAAAAAIBqllgBeKp7h/7tv6rTb39qg7bU1jgdVlFcik/rS9+5oa+eual3b846HQ4Aj6DwB6Cssu3DV19fX7JrO7FX2rFjxzQ4OJh83N/fr87OzjVfr7m5Oeuqxe7ubgpDJbR///6Ux4kVmatZaa/JUtwPAAAAAAB83KI93HW//mvPp3Wqe4f8v71Z6zxeA1xYkKJX76q9f0xf+d4Njb7v3ZWNAMqDVp8AUEThcDil6NfR0ZF1lWO+fD6fTp06pfb29pTjhw4d0uuvv86efyXwjW98Q9Jie1Wfz6f+/v6Kuh8AAAAAAJVsaSvQr//duN4e8/6KuUvxaX3xb27oAWO97t2yTnPzYk9AABko/AGoGE4XvyzLSmnvaZqmjh8/XrTrNzc3q7W1NWXPP9u2FQwGi3ofLEq0Wq3U+wEAAAAAUA12PbBJ3/vTHfrhm1P65o/HNTfvdESFe9+ek+y55OPEnoBbamv06W0b9FlzE4VAoIrR6hMAimRp0U9SQe09l5NYFbbU4OCgLMsq+r0AAAAAAAAqxZOP1ek//8mn9Ki5yelQSubO7IKu3pjV9382pfb+Mf1e33vqHBjTf/zxOHsEAlWEwh8AFEEsFlM0Gk051tHRUfT7GIah1tbWjOPBYLDo9wIAAAAAAKgkux7YpG8/9Smd6t6hf/uv6rT3Nzbqt/9FrX5nR60e/lStGj+xXltqPb4p4BLphUD2CASqA60+AZd69+asfnRpSv/4ixndnlmgX7fLvfTSSymP/X5/yVqPdnZ2prT7lKQLFy6U5F4AAAAAAACV5qHttfp3f7Rt2e8nPpf7uXVX743P6c7sQhmjK51L8Wn96Xdv6Kt/1KAnH7vX6XAAlAiFP8BlRt+f1kuv2boUz5x9k+jX/WjjJj37OUO7Hqjc1gRek16I8/l8JbtXc3OzDMOQbdvJY7ZtKxaLlfS+AAAAAAAA1SC9MFhJhcC5eanv3IT+17+fUON9tewHCFQgCn+Ai1x8547+/Acf6O4qbx4uxaf1lZM39Vdf+ISaHt5SpuiwnEgkknFs7969Jb3nnj17MlqLRqNRCn+ShoaGFIlEFI/HFY/HZVmWDMNQY2OjGhsb1dzcLL/fL9M0c75eOBzWxMSEzp8/X+Loi3e/oaEhnT17VleuXEl5Dfbs2aOnnnoq598V27Z14sQJxWKxlNezoaFB+/fvz+taAAAAAAB4UbZCYOgnE/rpO3c179Ea4PRH0tUbs8lWoFtqa/TpbRsoBAIVgMIf4BKj70/r+f/jA01/lNu7hbuzC/rzH3ygbz+1nZV/DksvwEnKuai0Vj6fL+O+b731Vknv6XbhcFihUChZmNqzZ4/279+vxsZGxeNxxWIxxWKx5OrMQCCg3t7elGtYlqVYLKbLly9n7NtYin/TYt8vUaQbHBxMWRGa+F7iNRgcHJTP51N/f/+y97EsS8FgMGM1a+Jatm3LsiwNDg6qtbVVAwMDeccLAAAAAIAXPbS9Vt88tH2xc9c/2LpkeX/fvMR+gIlCIB3HAO+i8Ae4xEuv2TkX/RLuzi7opX+w9e2nPlWiqMpjcnKyKNdJL3SUSywWyzhWX19f0ntmW1FYrNfRi44dO6bBwUFJUl9fnzo7OzOeE4vFFAwGsxZqEw4cOFDW36Ni3i8UCikYDEpaLBq2tbXpwQcf1Pj4uCzL0oULF1LuFYvFZFlW1sLf0teztbVVpmnKtu2UVZRLDQ8PKxgMZhRSAQAAAACoZLse2KRvP/WpimoFmnApPq0vfeeG9j+8WYHfb2AFIOAhFP4AF3j35mzWPf1yccma1j/9cla/+Unv/vFtaWlxOoSCTExMZBxraGgo6T2zFRazxVENhoaGkkWq3t7erEU/aXGV5OnTp3X48GFFo1Ft25a5ifeZM2ckSePj43rxxRezFnWLqVj3S/xM0vKFT2nxtTp27FiyAJitgJwo+hmGoXPnzmUtDEYiET3//PMpBcBQKKSjR4/KMIw1/QwAAABLHTlyRBs3bsw43tXVpe7ubgciAgBgeSvtCRj/4CNNzzkYXAEWFqTo1buKXh2jFSiqQn9/f9auVjMzMw5Es3YU/gAX+NGlqYLO/+GbUylvLlBeTqy0y1a0qtYVfy+++GLy69bW1lWf39fXp6ampqzF0/S96trb2wsPcAWF3s+2bR04cCBZgDt//vyK++21tbXJ7/dr165dMgxjxSLd0aNHl20D2tzcrHPnzmnfvn0pqwhfffXVZYuOAAAA+bh161bW41NTheVOAACUQ3oh8IdvTumbPx7X3LyDQRUovRUohUBUoqmpKY2NjTkdRsEo/AEu8I+/KGzGwNtj3ppxkO7UqVNZVx7lKx6PO7J6ML3tobS4+q6UK5+yFa1K3V7UjRL7zCXkstIy173zSr1PYzHu99xzzyV//kAgsGLRL8EwDPl8vlULxYFAYNXrvPDCC+rp6Ukei0QiFP4AAEBR3HfffVlX/NXV1TkQDQAAhXnysTo9cn9txewHKLEnICpTXV2dduzYkXF8ZmZm2YlpbkThD3CB2zOF9f0u9HynmaZZlCJZLkWP5di2rWg0qkgkkmyZaZqm9u7dK7/fv2J8hmFk7NPmxOq7UrcXdaN4PJ7y+PLly2publ71vN7e3qIUm500NDSk4eHh5OOjR4/mfG5jY2PGa5fwzDPPqK2tLafrfP7zn08p/F25ciXnGAAAAFbyyiuv6PHHH3c6DAAAiiZ9P8C3x2Z0e2ZB62qkyTvzGpuc04KHP+K7FJ/WF//mhh4w1uveLes0Ny9t3VijR+7fyIpAeEZ3d3fWtvJvvPGGnnjiCQciWhsKf4ALbN1Y4+j51S4UCikYDK74nN7e3mVXQDU0NGQU/sbHx4sWXzbZCouNjY0lvacbpa9yfPrpp5fdl26p1VazSeUvpOZ7v6UtTlcrTqfr7OxctjhtmmbOqw8T7UITv//Vus8kAAAAAAC5Sm8DmjD6/nRFrAh8356T7I83NRx5b0bf/9mU7tlUo32/tVlH/AZFQKDE1jkdAADpkfszW9jk43d2FHZ+Nevq6lq16CdJwWBQhw8fzvq9bAW3Uq98ylZYfPDBB0t6TzdKL1DZtq2mpiZ1dXVpaGgooyBbKSzLSmlxmm/Rt7m5OedVfcuJxWIKh8Mpxyr19QYAAAAAoNQSKwJPde+Q/7c3a12FzfP/cHpBr43eUXv/mL7yvRsafd/bBU7AzVjxB7jAE4/W6fs/W/sm9U8+xj4Xa2HbdrJVYmtrq5599tlkASUej+vs2bMKhULJ50ejUYXD4Yw9zLIVXSKRSE6rytYqW5vG1tbWgq55+PBhRaPRgq6RL7/fr9OnTxd0jY6ODg0ODqYcGx4eTv7bmqap/fv3a8+ePfL7/WXfu68Ulrb4lEpf9I3FYopGo3rrrbd05cqVrPtaAgAAAACAwj20vVbfPLS9YlYAZnMpPq0vfeeG9j+8WYHfb2AFIFBkFP4AF3hoe60ebdykS/H8/5A/am7Sb36SP45rkSiedXR06Pjx4ynf8/l88vl8OnjwoFpaWpLHe3p6Mgp/zc3NGYWnkZGREkWd/fr5tGdcTnrbzHIoxj2PHz+ueDy+bNEysTou8W9kmqYCgUDGv6OXXLt2LeVxKdq8xmIxvfTSS7pw4ULGSj7TNNXY2Cifz6fh4WEKgQAAAAAAFNlKewLOzUszc/O6OTmvO7Pe3BhwYUGKXr2r6NUxbamt0ae3bdBnzU3sBwgUAYU/wCWe/Zyhr5y8qbt5/LHeXFujZ/8g9329kCpRrOjt7V32OT6fT729vSntQGOxmHw+X/Kx3+/POM+27YznFVN64a/Q1X6SNDAwUPA1nHL69GmFw2G9+OKLq7abtCxLPT09CofDOnPmTF5747lF+orPYu6tZ9u2nnvuuYxVha2trTp48GDGfoLlXiUKAAAAAEA1WW5PwIREYfDn1l3FP/hI03PLPtW17swu6OqNWV29Mavv/2yKQiBQIPb4A1xi1wOb9Fdf+IQ21+bWwHtzbY3+6guf0K4HNpU4ssoVj8czihjZdHR0pDxOX91kGEbWAt/JkycLD3IZsVgs5bGXV68VS2dnp0ZHR3Xq1Cl1dHSsugIyFovltL+jG6UX+oq14s62bR04cCCl6Nfa2qrR0VENDAyora3Nk4VSAAAAAAAqVaIwGO66X5E//w31HNim9R7/1D9RCPz+z6bU3j+m3+t7T50DY/qPPx7XuzdnnQ4PcD1W/MGTjhw5oo0bN2Yc7+rqUnd3twMRFUfTw1v07ae2r9q/+1Fzk579A4OiX4EaGxtzKpgZhiHDMJIrybK1pzx69GjG797g4GBGC9FiCIfDKY9zKXJVk+bmZjU3N0taLGRFo1FFIhENDQ1lrAYcHBxUb2+v54pZjY2NKcXf9ELwWnV3d6cUEf1+v6dXggJAsfX392f9/8WZmRkHogEAAAAyPflYnR65v7ai9gfMtiJw+73rtXFDjdavW2x9unVjjR65fyMrBAFR+INH3bp1K+vxqampMkdSfMv17966sUa/s2Ojnnysjj39iqStrW1N52UrsrW1tck0zYyVV8FgcMVWomuRXvgr9vUriWEYamtrU1tbm44fP66hoaGMAu3ly5eThUKvSP8dLEa7TcuyMq7T399f8HUBoJJMTU1pbGzM6TAAAACAFaV/vvhz667eG5/z7H6A6e7MLih+66OM4yPvzej7P5vSo42b9OznWDSB6kXhD5503333ZV3xV1dX50A0pbFa/26Uj23byZVipmkuu7ruhRdeyCgqhUIhHTx4sGh7/UUikZTVXf39/Z5brVZsXV1devbZZ3N6jdva2jL2bJycnCxleCXh9/sVCoVSjg0NDa25mC1lFg9bW1ur/ncLANLV1dVpx44dGcdnZmaWnZgGAAAAOCX988VKLQSmuxSf1p9+94a++kcNevKxe50OByg7Cn/wpFdeeUWPP/6402HAZdLbOBbL0oLISq1B29ra1NHRocHBwZTj3d3dunjxYlFief7555NfBwKBggo9lcC2bQ0PD+dVXG1tbU0p/HmxTWq2FYovvvhiQb8P6QXQhoaGNZ0HAJWsu7s7a1v5N954Q0888YQDEQEAAAC5y1YIDP1kQj99567mK6wGODcv9Z2b0P/69xNqvK9WnzU30QYUVcPj23wCQOmdOHFC0mKBKBAIrPjc48ePZxSgLMtSS0tLwXF0dXUlW4n6/X5afC4xMTGR83OXFqoMw1i2YJjPNZ04L/130bKslIJmvtL3rozH46uec+zYsYz2tgAAAAAAwBse2l6rbx7arle++Ck9alZmW8zpj5TcG7C9f0y/1/eeOgfG9B9/PK53b846HR5QEhT+AJRVtmJCsQoH2QonhV57aGgo2Voz1/3Ozpw5k7GKLBaLqaWlZc3xHDt2TMPDw5Kkjo4OnT59ek3XqTSJf/NIJJLzOWfPnk1+/cILLxQ7pLLp7e3NaMUZCoUyWoDmau/evSmPo9Hosr+vtm2rq6tLkjdXTAIAAAAAgI8l9gQ81b1D//Zf1em3P7VBW2prnA6rJO7MLqQUAr/yvRsafX/a6bCAoqLwB6CsshVo0vcWW6tEYaxY17ZtW8eOHZO0WPTLtZWkYRi6ePGi/H5/yvFYLKampqa8CjOJcxLtQ/v6+nT8+PGcz690icLU8PCwhoaGVn1+LBZLvv5+v3/F1q1L91Jceq9c7lGu886cOZNxLBgM6vDhwyueH4vFMlbrNTY2Zjyvvb094zrhcFgHDhxQc3Nz1t/FUrXcBQAAAAAApZVoBRruul//tefTVVEIvBSf1ldO3tTFd+44HQpQNOzxB6CkwuGwJicnde3aNY2MjGQUN6TFVUqxWEw+n0/btm1TY2NjTnuVRSIRXblyRePj44rFYlmLfInC2f79+/Xggw+qvr5+xWLPUt3d3bJtW729vWvaO+306dMKhUI6ceJESjEkGAwqGAyqo6NDbW1tMk0zuWr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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "filename = \"nmrd\"\n", + "\n", + "for dark_mode in [False, True]:\n", + " \n", + " colors = cmap_cyan_to_green_blue(np.linspace(0, 1, 4))\n", + "\n", + " myplt = PltTools()\n", + " myplt.prepare_figure(fig_size = (18,6), dark_mode = dark_mode,\n", + " transparency = True, use_serif=True, n_colone = 2)\n", + "\n", + " # Panel 1\n", + " myplt.add_panel()\n", + " f, R1 = np.loadtxt(data_path+f\"nmr_full/R1_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R1, type = \"loglog\", linewidth_data = 3,\n", + " marker = \"o\", data_color = colors[2][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{Full}$\")\n", + " \n", + " if False:\n", + " f, R1 = np.loadtxt(data_path+f\"nmr_water_intra/R1_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R1, type = \"loglog\", linewidth_data = 3,\n", + " marker = \".\", data_color = colors[0][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{H}_2\\mathrm{O}$\")\n", + " \n", + " f, R1 = np.loadtxt(data_path+f\"nmr_water_inter/R1_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R1, type = \"loglog\", linewidth_data = 3,\n", + " marker = \".\", data_color = colors[1][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{H}_2\\mathrm{O}$\")\n", + " \n", + " f, R1 = np.loadtxt(data_path+f\"nmr_water_silica/R1_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R1, type = \"loglog\", linewidth_data = 3,\n", + " marker = \"o\", data_color = colors[3][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{H}_2\\mathrm{O} - \\mathrm{silica}$\")\n", + " \n", + " myplt.complete_panel(ylabel = r'$R_{1}~(\\mathrm{s}^{-1})$', xlabel = r'$f~(\\mathrm{MHz})$',\n", + " xpad = 15, legend=True, handlelength_legend=1)\n", + " # panel_title = r\"H$_2$O molecules\")\n", + " myplt.set_boundaries(x_boundaries=(1e2, 1e5), y_boundaries=(8e-4, 0.8))\n", + "\n", + " # Panel 2\n", + " myplt.add_panel()\n", + " f, R2 = np.loadtxt(data_path+f\"nmr_full/R2_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R2, type = \"loglog\", linewidth_data = 3,\n", + " marker = \"o\", data_color = colors[2][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{Full}$\")\n", + " \n", + " if False:\n", + " f, R1 = np.loadtxt(data_path+f\"nmr_water_intra/R1_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R1, type = \"loglog\", linewidth_data = 3,\n", + " marker = \".\", data_color = colors[0][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{H}_2\\mathrm{O}$\")\n", + " \n", + " f, R1 = np.loadtxt(data_path+f\"nmr_water_inter/R1_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R1, type = \"loglog\", linewidth_data = 3,\n", + " marker = \".\", data_color = colors[1][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{H}_2\\mathrm{O}$\")\n", + " \n", + " f, R2 = np.loadtxt(data_path+f\"nmr_water_silica/R2_vs_f.dat\").T\n", + " myplt.add_plot(x = f, y = R2, type = \"loglog\", linewidth_data = 3,\n", + " marker = \"o\", data_color = colors[3][:3], markersize = 12,\n", + " data_label = r\"$\\mathrm{H}_2\\mathrm{O} - \\mathrm{silica}$\")\n", + " \n", + " myplt.complete_panel(ylabel = r'$R_{2}~(\\mathrm{s}^{-1})$', xlabel = r'$f~(\\mathrm{MHz})$',\n", + " xpad = 15, legend=True, handlelength_legend=1)\n", + " # panel_title = r\"H$_2$O molecules\")\n", + " myplt.set_boundaries(x_boundaries=(1e2, 1e5), y_boundaries=(8e-3, 3))\n", + "\n", + " myplt.add_subplotlabels(type_label_panel = \"A\")\n", + " myplt.save_figure(filename = filename, saving_path = git_path+path_figures)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/tutorials/anisotropic-system/nmrd.png b/docs/source/tutorials/anisotropic-system/nmrd.png new file mode 100644 index 0000000..d407a50 Binary files /dev/null and b/docs/source/tutorials/anisotropic-system/nmrd.png differ diff --git a/docs/source/tutorials/anisotropic-system/silica-dark.png b/docs/source/tutorials/anisotropic-system/silica-dark.png new file mode 100644 index 0000000..f3d5959 Binary files /dev/null and b/docs/source/tutorials/anisotropic-system/silica-dark.png differ diff --git a/docs/source/tutorials/anisotropic-system/silica-light.png b/docs/source/tutorials/anisotropic-system/silica-light.png new file mode 100644 index 0000000..62e3876 Binary files /dev/null and b/docs/source/tutorials/anisotropic-system/silica-light.png differ