Author

Xiao-Min Wu

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Sep 2026

A physics-informed CNN-LSTM for state-of-health reconstruction and remaining-useful-life prediction of lithium-ion batteries

Accurate remaining-useful-life (RUL) prediction is important for battery safety, maintenance planning, and second-life assessment, but models trained on a small set of cells can overfit degradation patterns that do not transfer to unseen cells or operating conditions. This paper revises and evaluates a physics-informed...

Kun-Chang Wu, Yu-Xin Zhang, Wei-Ren Wang et al. · European Conference on Elect... · 0 citations

Open access 2026

Structural evolution and stability of PtCo clusters from global optimization and DFT insights

The structural optimization of bimetallic clusters requires the simultaneous exploration of atomic coordinates and chemical ordering. Here, an improved differential evolution algorithm with a multi-subpopulation collaborative architecture is applied to PtCo clusters at two representative magic sizes, N= 13 and N= 38. T...

Xiao-Min Wu, Yuxiang Tang, Miao He et al. · 0 citations