ENTITY
Computational Materials Science
Computational Materials Science
PulseAugur coverage of Computational Materials Science — every cluster mentioning Computational Materials Science across labs, papers, and developer communities, ranked by signal.
Total · 30d
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Releases · 30d
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Papers · 30d
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TIER MIX · 90D
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RECENT · PAGE 1/1 · 2 TOTAL
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New benchmarks assess AI agents in complex scientific workflows
Two new benchmarks, CompMat-Bench and MatToolBench, have been introduced to evaluate AI agents' capabilities in computational materials science. CompMat-Bench focuses on agents completing steps toward scientific goals b…
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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…