0 K convex hulls for binary alloys, with LAMMPS as the only energy engine
Machine learning and predictive intelligence framework for materials behaviour, phase stability, and property forecasting.
A draft structural protocol for convergence-window design, phase stability, amplitude threshold control, and rebalance timing in oscillating reasoning systems.
Personal reading notes on PhaseForge and MaterialsFramework, connecting their research direction with my current atomistic background and PhD learning goals.
Self-directed pycalphad exercises focused on phase equilibrium, phase stability, and introductory CALPHAD concepts.
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