Fujin Wang

Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis

Fujin Wang, Zhi Zhai, Zhibin Zhao et al. · Nature Communications · 2024 · 419 citations · Full text

Explainability-driven model improvement for SOH estimation of lithium-ion battery

Fujin Wang, Zhibin Zhao, Zhi Zhai et al. · Reliability Engineering & System Safety · 2022 · 116 citations

Electric Battery, Engineering, Uncertainty Quantification +7

A transferable lithium-ion battery remaining useful life prediction method from cycle-consistency of degradation trend

Fujin Wang, Zhibin Zhao, Jia-Xin Ren et al. · Journal of Power Sources · 2022 · 79 citations

Degradation Trend, Electric Battery, Electrical Engineering +12

Open access dataset, code library and benchmarking deep learning approaches for state-of-health estimation of lithium-ion batteries

Fujin Wang, Zhi Zhai, Bingchen Liu et al. · Journal of Energy Storage · 2023 · 73 citations

Artificial Intelligence, Engineering, Machine Learning +9

Inherently Interpretable Physics-Informed Neural Network for Battery Modeling and Prognosis

Fujin Wang, Quanquan Zhi, Zhibin Zhao et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 46 citations

Artificial Intelligence, Physics-informed Neural Network, Electrical Engineering +13