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RESEARCH30

MagBridge-Battery: A Synthetic Bridge Dataset for Li-ion Magnetometry and State-of-Health Diagnostics

arXiv CS.LGΒ·May 21, 2026

This research introduces MagBridge-Battery v1.0, a new synthetic dataset comprising 6,760 magnetic-field signatures for diagnosing the health of Li-ion batteries. It bridges real magnetic data with state-of-health labels to overcome the lack of public datasets for magnetic sensing in battery degradation studies.

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