Shiyi Fu

Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning

Shengyu Tao, Haizhou Liu, Chongbo Sun et al. · Nature Communications · 2023 · 107 citations · Full text

Data-driven capacity estimation for lithium-ion batteries with feature matching based transfer learning method

Shiyi Fu, Shengyu Tao, Hongtao Fan et al. · Applied Energy · 2023 · 102 citations

Electric Battery, Electrical Engineering, Engineering +12

Battery Cross-Operation-Condition Lifetime Prediction via Interpretable Feature Engineering Assisted Adaptive Machine Learning

Shengyu Tao, Chongbo Sun, Shiyi Fu et al. · ACS Energy Letters · 2023 · 71 citations

Engineering, Machine Learning, Life Prediction +20

State of charge estimation of lithium-ion phosphate battery based on weighted multi-innovation cubature Kalman filter

Shiyi Fu, Wen Liu, Weilin Luo et al. · Journal of Energy Storage · 2022 · 40 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +8

Highly heterogeneous-related genes of triple-negative breast cancer: potential diagnostic and prognostic biomarkers

Yiduo Liu, Linxin Teng, Shiyi Fu et al. · BMC Cancer · 2021 · 27 citations · Full text