Chenxu Wang

Battery Degradation Prediction Against Uncertain Future Conditions with Recurrent Neural Network Enabled Deep Learning

Fengchun Sun, Rui Xiong, Jiahuan Lu, 2022, Energy Storage Materials.

Rapid ultracapacitor life prediction with a convolutional neural network

Rui Xiong, Jinpeng Tian, Chengming Zhang, 2022, Applied Energy.

Deep neural network battery impedance spectra prediction by only using constant-current curve

W. Shen, Jiahuan Lu, Jinpeng Tian, 2021 .

Simultaneous prediction of impedance spectra and state for lithium-ion batteries from short-term pulses

Fengchun Sun, W. Shen, Jinpeng Tian, 2023, Electrochimica Acta.

Deep learning to estimate lithium-ion battery state of health without additional degradation experiments

Fengchun Sun, Jiahuan Lu, Jinpeng Tian, 2023, Nature communications.

A Data-Driven Method for Extracting Aging Features to Accurately Predict The Battery Health

Xiang Chen, Jinpeng Tian, Yue Sun, 2023, Energy Storage Materials.