v2.3.0

PhysicsNeMo Symbolic General Release v2.2.0

Added

• Added Blackwell support
• Added Tesselation sample_boundary Warp implementation

v2.2.0

PhysicsNeMo Symbolic General Release v2.2.0

Added

• Improved performance of connectivity calculation. Refactor of Least squares
  gradients
• Added Incompressible Navier Stokes PDE as a special formulation
• Added ability for make_nodes function to return a dict

v2.1.0

PhysicsNeMo Symbolic General Release v2.1.0

Fixed

• Fix the zero equation formulation to correctly reflect turbulent kinematic viscosity

• Made tiny-cuda-nn optional in deployment image

v2.0.0

PhysicsNeMo Symbolic General Release v2.0.0

Changed

• Update inspect.getargspec usage

Fixed

• Fix optimizer checkpoint loading errors

Dependencies

• Remove upper bound for Cython
• Add upper bound for numpoly (transitive dependency of chaospy)

v1.8.0

Modulus Symbolic general release v1.8.0

Added

• Added devcontainer support.

Changed

• Speed up CUDA extension build by about 3x.

Fixed

• Fix the area calculated for STL meshes.

Dependencies

• Relaxes versions for several dependencies

v1.7.0

Modulus Symbolic general release v1.7.0

Added

• AMP for derivatives.
• DALI based dataloader for Geometry module.
• Generalized PDE residual computing utility.
• Support for spatial gradients calculations using finite difference, meshless finite
  difference, spectral and least squares methods.
• Add docs for SDF and relevant features for geometry module.

Dependencies

• Upgrade Sympy and Scikit-Learn versions.

Security

• Upgrade notebook, opencv-python and setuptools versions to fix CVEs GHSA-9q39-rmj3-p4r2,
  GHSA-qr4w-53vh-m672, and GHSA-cx63-2mw6-8hw5 respectively.

v1.6.0

Modulus Symbolic general release v1.6.0

Added

• Added inference notebook for Turbulence Super-resolution example.

Changed

• Warp based backed for STL geometry handling

Dependencies

• Update timm dependency
• Update minimum python version to 3.10

v1.5.0

Modulus Symbolic general release v1.5.0

Added

• Added reservoir examples using GenAI and CCUS workflows.

Security

• Update OpenCV and Pillow versions to fix security

v1.4.0

Modulus Symbolic general release v1.4.0

Fixed

• Fix bug for ConvFullyConnectedArch.
• Updating Activation.SILU test to conform with updated nvFuser kernel generation.

v1.3.0

Modulus Symbolic general release v1.3.0

Added

• Added instructions for docker build on ARM architecture.
• Added domain decomposition examples using X-PINN and FB-PINN style.

Changed

• Integrated the network architecture layers into Modulus-Core.

Fixed

• Fixed Gradient Aggregation bug.

Security

• Upgrade Pillow and Sympy to their latest versions.

Dependencies

• Updated base PyTorch container to 23.10 and Optix version to 7.3.0