Yilan Qin

Physics-Informed Deep Neural Network for Inhomogeneous Magnetized Plasma Parameter Inversion

Yangyang Zhang, Haiyang Fu, Yilan Qin et al. · IEEE Antennas and Wireless Propagation Letters · 2022 · 44 citations

Data-driven, multi-moment fluid modeling of Landau damping

Wenjie Cheng, Haiyang Fu, Liang Wang et al. · Computer Physics Communications · 2022 · 18 citations · Full text

Engineering, Multi-moment Fluid Modeling, Fluid Mechanics +4

Data-driven modeling of Landau damping by physics-informed neural networks

Yilan Qin, Jiayu Ma, Mingle Jiang et al. · Physical Review Research · 2023 · 15 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

EMWP-RNN: A Physics-Encoded Recurrent Neural Network for Wave Propagation in Plasmas

Yilan Qin, Haiyang Fu, Feng Xu et al. · IEEE Antennas and Wireless Propagation Letters · 2023 · 11 citations