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Lin-Xuan Zhang

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#artificial intelligence Preprint Oct 2026

From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research

Can AI agents organize scientific investigations that lead to well-supported conclusions? To evaluate this capability, we introduce PhysClosureBench, a benchmark of 50 expert-verified, goal-specified research tasks spanning strong-field, attosecond, and neighboring physics areas. Each task specifies the research object...

Yi-Jia Mao, Song-Bin Dai, Tao Chen et al. · 0 citations
Review Open access Oct 2026

A Study on Lithium-Ion Battery Health Estimation and Remaining Life Prediction Based on Real-World Operational Data

Lithium-ion batteries are the primary power source for new energy equipment, such as electrochemical energy storage systems and electric vehicles. Accurate state of health (SOH) estimation and remaining useful life (RUL) prediction are essential for ensuring safe operation and reducing lifecycle operation and maintenan...

Ji-Wei Wang, Wen-Peng Si, Masrafe Alam Munna et al. · 0 citations

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