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

In three linesMagBridge-Battery v1.0 is a synthetic dataset of 6,760 magnetic-field signatures for Li-ion battery state-of-health diagnostics. It bridges real magnetic morphology from the Mohammadi-Jerschow archive with degradation labels from PulseBat. Three benchmark tasks: SOH regression (R²≈0.77), second-life classification, anomaly detection.

Summary generated by Claude — human-verified