mat-phase-field-non-conservative
OfficialSimulate phase-field grain growth dynamics.
Education & Research#simulation#materials modeling#phase-field#allen-cahn#grain growth#dendrite growth#numerical PDE
Authorlearningmatter-mit
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you model how non-conservative phase domains evolve in time, capturing curvature-driven grain shrinkage and solid–liquid transformations using the Allen-Cahn equation.
Core Features & Use Cases
- Allen-Cahn non-conservative phase-field modeling: Evolves a non-conserved order parameter to reduce interfacial energy and drive curvature-driven boundary motion.
- Curvature-driven grain shrinkage demo: Runs a 2D circular grain in a liquid matrix and visualizes the expected shrinking behavior.
- Dendrite growth simulation (Kobayashi-style): Produces dendritic morphologies with anisotropy and coupled thermal effects via a phase-field plus temperature evolution.
Quick Start
Run the grain shrinkage simulation by executing the provided script for the Allen-Cahn curvature-driven benchmark with your chosen grid size, radius, time steps, and output filename.
Dependency Matrix
Required Modules
numpymatplotlibimageiotqdmfipyscipy
Components
scriptsreferences
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Please help me install this Skill: Name: mat-phase-field-non-conservative Download link: https://github.com/learningmatter-mit/AtomisticSkills/archive/main.zip#mat-phase-field-non-conservative Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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