/tools/matbench-discovery

matbench-discovery

janosh/matbench-discovery

211 stars54 forksPythonWebsiteAdded February 5, 2026
summary

Matbench Discovery is an evaluation framework that ranks machine learning models on tasks related to high-throughput discovery of stable inorganic crystals. It predicts material properties such as thermodynamic stability and thermal conductivity, providing insights for building large-scale materials databases.

description

An evaluation framework for machine learning models simulating high-throughput materials discovery.

topics

bayesian-optimizationconvex-hullmachine-learningmaterials-discoveryhigh-throughput-searchinteratomic-potential

Ratings

N/A
0 ratings

Rate this tool:

Comments (0)

Sign in to leave a comment.

No comments yet. Be the first to share your thoughts!