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Jun Chen

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Open access 2026

Physics-Informed Gaussian Process Regression for Battery Health Estimation Under Distribution Shift

Accurate state-of-health (SOH) estimation is essential for safe, reliable battery management. Existing data-driven SOH estimation methods frequently exhibit limited operational coverage and lack calibrated predictive uncertainty under distribution shift. This study presents a physics-informed Gaussian process regressio...

Dalitso Kuntambila, Jun Chen · 0 citations

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