mat-stability
OfficialCompute 0K convex-hull stability and E_hull
Education & Research#stability#pymatgen#materials project#convex hull#MLIP relaxation#energy above hull#electrochemical window
Authorlearningmatter-mit
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill calculates a material’s 0K thermodynamic stability by computing its energy above the convex hull (E_hull) from competitor phases.
Core Features & Use Cases
- Materials Project hull query: Retrieves stable phases in the full chemical system (including subsystems) at a specified thermodynamic level (e.g., r2SCAN/R2SCAN).
- Uniform MLIP relaxation: Relaxes the target and all hull structures with the same MLIP model/settings to maintain energy consistency.
- Convex hull construction & E_hull: Uses pymatgen phase diagram analysis to compute E_hull (meV/atom), decomposition products, and a stability label (STABLE/METASTABLE/UNSTABLE).
- Optional electrochemical stability window (ECW): Computes intrinsic V_red and V_ox versus a chosen mobile ion using the electrochemical window logic.
- Use Case: Evaluate whether a candidate solid electrolyte (or any compound) is thermodynamically stable against competing phases before deeper simulation or experiment.
Quick Start
Run the convex-hull stability workflow for LiFePO4 by querying the Materials Project hull, relaxing all hull structures with a consistent r2SCAN-level MLIP, and computing E_hull (and ECW if requested) into a JSON report.
Dependency Matrix
Required Modules
pymatgenasematplotlibmp-api
Components
scripts
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Please help me install this Skill: Name: mat-stability Download link: https://github.com/learningmatter-mit/AtomisticSkills/archive/main.zip#mat-stability Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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