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physics.comp-ph2025
Insights into dendritic growth mechanisms in batteries: A combined machine learning and computational study
Zirui Zhao, Junchao Xia, Si Wu +5
In recent years, researchers have increasingly sought batteries as an efficient and cost-effective solution for energy storage and supply, owing to their high energy density, low c…
eess.SY2025
Battery State of Health Estimation and Incremental Capacity Analysis under Dynamic Charging Profile Using Neural Networks
Qinan Zhou, Gabrielle Vuylsteke, R. Dyche Anderson +1
Incremental capacity analysis (ICA) and differential voltage analysis (DVA) are two effective approaches for battery degradation monitoring. One limiting factor for their real-worl…