mat-kinetic-monte-carlo
Installation
SKILL.md
Kinetic Monte Carlo (KMC)
Goal
Run kinetic Monte Carlo simulations to evolve a system on experimental (long) timescales using a continuous-time Markov jump process defined by elementary events and their rates.
This skill focuses on best-practice, physics-grounded KMC:
- correct rejection-free time advancement (no time-step error),
- good event/rate bookkeeping,
- detailed balance / microreversibility checks when appropriate,
- practical handling of "flickers" / superbasins,
- and robust postprocessing (event stats, MSD -> diffusivity, Arrhenius).
This skill is designed to compose with:
- chem-neb-barrier — compute migration barriers via NEB with MLIPs.
- mat-phonon — compute vibrational frequencies for hTST prefactors (Vineyard formula).
- mat-diffusion-analysis — MSD fitting, Arrhenius analysis, and D → σ via Nernst-Einstein.