/tools/matbench-discovery
matbench-discovery
janosh/matbench-discovery
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
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