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  1. Watching Every Grain: Neural Network Simulations Reveal the Hidden Dynamics of Granular Flows

    Article • Physics of Fluids, August 2025, American Institute of Physics

    Dr. Heng-Chuan Kan, Pei-Hsin Pai

  2. Assessing physics-informed neural network performance with sparse noisy velocity data

    Article • Physics of Fluids, October 2024, American Institute of Physics

    Dr. Heng-Chuan Kan