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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Xing-Ji Li

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Open access Oct 2026

Lattice‐Level Negative Thermal Expansion Enables Thermomechanical Self‐Compensation in High‐Rate Lithium Batteries

Localized Joule heating in high‐rate lithium metal batteries often induces severe thermomechanical failure of polymer separators and accelerates thermal runaway in cells with Ni‐rich NCM cathode. Here we report a multiscale separator design strategy that translates lattice‐level negative thermal expansion into macr...

Yu-Han Feng, Yao-Hui Dai, Chao-Zhong Liu et al. · 0 citations
#artificial intelligence Preprint Oct 2026

FrontierMat: Benchmarking Language Models at the Frontier of Materials R&D

FrontierMat, a benchmark of 330 problems drawn from frontier academic and industrial research in fields including aerospace, semiconductors, embodied intelligence and nuclear fusion, is introduced, providing a testbed for measuring progress toward language models that support frontier materials R&D.

Feng Chen, Jian-Guo Huang, Yu-Shan Xiao et al. · 0 citations
#artificial intelligence Open access Jul 2026

RollPlace: Improving Macro Placement via Monte Carlo Rollout Search

The proposed RollPlace framework offers a robust and scalable solution for addressing the growing complexity of modern chip design challenges, and incorporates Monte Carlo tree search to balance exploration and exploitation, and employs a rollout mechanism for efficient local search.

Qi Zhou, Guojun Liu, Guang-Zhi Qi et al. · 1 citation

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