mat-md-monitors

Installation
SKILL.md

Molecular Dynamics

Goal

To perform stable and accurate molecular dynamics simulations using MLIPs, ensuring physical correctness and avoiding common "explosions" associated with neural network potentials.

Instructions

1. Monitoring Stability

MD stability monitoring is integrated directly into the run_md tool via ASE callbacks. This ensures zero-latency response to instabilities and simplifies the simulation workflow.

Installs
5
GitHub Stars
172
First Seen
Jun 19, 2026