mat-elasticity
OfficialCompute elastic tensors from strained MLIP stress.
Education & Research#materials modeling#MLIP#elastic tensor#stress fitting#mechanical properties#MatCalc
Authorlearningmatter-mit
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Materials scientists need reliable elastic tensors and derived mechanical properties, but computing them by hand from multiple deformed stress calculations is time-consuming and error-prone.
Core Features & Use Cases
- Full elastic tensor from MLIP stresses: Applies systematic normal and shear strains, computes stresses, and fits the elastic constants using MatCalc’s ElasticityCalc.
- Derived mechanical properties: Reports bulk modulus, shear modulus, Young’s modulus, and Poisson’s ratio (VRH-based) alongside the 6×6 Voigt elastic tensor.
- Linear-regime-ready workflow: Supports structure relaxation and configurable strain magnitudes to keep deformations in the elastic regime.
- Use case: Estimate mechanical properties for a crystalline alloy (e.g., FCC Cu) using a stress-trained foundation model such as MACE-OMAT or MatPES.
Quick Start
Run the elasticity calculation for your relaxed structure using a stress-trained MLIP model and output the tensor and moduli to a results directory.
Dependency Matrix
Required Modules
asematcalcpymatgen
Components
scripts
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Please help me install this Skill: Name: mat-elasticity Download link: https://github.com/learningmatter-mit/AtomisticSkills/archive/main.zip#mat-elasticity Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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