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Real-Time State-of-Health Estimation and Online Degradation Prognosis from Partial Battery Discharge Using Physics-Informed Neural Networks

arXiv cs.LG · 2026-08-18 Cached

The paper proposes a physics-informed deep learning approach for lithium-ion battery state-of-health estimation using incomplete discharge curves, achieving high accuracy and enabling real-time degradation trend prognosis.

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#prognosis

EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs

arXiv cs.AI · 2026-06-01 Cached

EHRBench is an automated and reliable benchmark for evaluating LLMs on clinical decision-making tasks using real-world electronic health records, covering nearly 1M QA items across diagnosis, treatment, and prognosis tasks.

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