DingyangLyu/MatClaw
MatClaw: an open materials-science agent that turns natural-language tasks into reproducible simulation workflows.
MatClaw is an AI agent that empowers materials scientists to perform complex simulations without writing any code. You simply describe your materials problem in plain language, and it automatically writes scripts, runs simulations using tools like QE, LAMMPS, or VASP, and delivers the results, including plots and analysis. This is for materials scientists, chemists, and researchers who need to simulate material properties or reactions.
Use this if you are a materials scientist who wants to run computational materials science simulations and analyze results using natural language descriptions, rather than manual coding.
Not ideal if you need full manual control over every line of simulation code, or if your primary focus is on software development rather than materials research.
Stars
20
Forks
2
Language
TypeScript
License
Apache-2.0
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
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