MatBench
PulseAugur coverage of MatBench — every cluster mentioning MatBench across labs, papers, and developer communities, ranked by signal.
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AI scientist workflows show transferable discoveries in materials science · 2 sources tracked
Researchers have developed auditable AI-scientist workflows designed to ensure that AI-driven discoveries in materials science are robust and transferable. The study involved seven distinct search processes that evaluat…
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AutoMatBench toolkit accelerates material property prediction benchmarking
Researchers have introduced AutoMatBench, an automated toolkit designed to optimize and accelerate the benchmarking of material properties prediction (MPP) models. This toolkit addresses limitations in existing tools li…
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LLM-Agent Autonomously Optimizes Crystal Graph Network for Material Property Prediction
A research paper details how an autonomous LLM-agent successfully optimized a crystal graph network for predicting material band gaps. The agent achieved state-of-the-art accuracy on the MatBench benchmark, surpassing e…