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Author

Chuan-Ping Zhou

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Open access Sep 2026

A physics-informed neural network approach to simulating wave packets at different speeds: an educational demonstration

We present a physics-informed neural network (PINN) based numerical experiment for undergraduate wave physics, using one-dimensional Gaussian wave packet propagation to illustrate a complementary pedagogical perspective that is less readily accessible with conventional numerical methods. Unlike finite difference scheme...

Chuan-Ping Zhou, Mei-Qin Fu, Yuan-Yuan Liu · 0 citations
Open access Sep 2026

Continuous inertia optimization for PV-storage virtual synchronous machines via lightweight RBF networks: eliminating parameter discontinuity at the electromechanical edge

Conventional piecewise-adaptive control for virtual synchronous machines in photovoltaic (photovoltaic)-storage microgrids suffers from non-differentiable jumps in virtual inertia at threshold boundaries, which excite high-frequency mechanical-electrical coupled oscillations and degrade the dynamic stability of electro...

Fang-Fang Liu, Chuan-Ping Zhou, Yong-Hang Yang et al. · 0 citations

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