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Ze Tao

Changchun University of Science and Technology

China

  • Changchun University of Science and Technology

SCHOLARLY PAPERS

3

DOWNLOADS

200

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Physics-Informed Neural Networks Unlock High-Fidelity Modeling of Sodium-Ion Battery Dynamics: A Single-Particle Model with Multiscale Optimization for Real-Time BMS Applications

Number of pages: 22 Posted: 23 Oct 2025
Minghui Sun, Fujun Liu, Tianyue Xue, Ruihan Wu, Ze Tao, Jianing Zhu and Shengbo Zhang
Changchun Institute of Technology, Changchun University of Science and Technology, Changchun Institute of Technology, Changchun Institute of Technology, Changchun University of Science and Technology, Changchun Institute of Technology and Changchun Institute of Technology
Downloads 109 (679,608)
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Sodium-ion batteryPhysics-informed neural networkSingle-particle modelMultiscale modelingReal-time state estimation

2.

Leveraging Physics-Informed Neural Networks to Solve the Tensile Problem of a Perforated Rectangular Plate

Number of pages: 25 Posted: 18 Oct 2025
Yuxi Jin, Ze Tao, Hanxuan Wang and Fujun Liu
Changchun University of Science and Technology, Changchun University of Science and Technology, Macau University of Science and Technology and Changchun University of Science and Technology
Downloads 91 (765,566)

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Physics-informed neural networkStress ConcentrationLinear ElasticityComputational MechanicsDeep Learning in Engineering

3.

xLSTM-PINN: Memory-Gated Spectral Remodeling for Physics-Informed Learning

Number of pages: 44 Posted: 09 Jul 2026
Ze Tao, Darui Zhao, Fujun Liu, Ke Xu and XiangSheng Hu
Changchun University of Science and Technology, Changchun University of Science and Technology, Changchun University of Science and Technology, Changchun University of Science and Technology and Changchun University of Science and Technology
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