Jiayu Ma

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 · 50 citations

Natural Sciences, Physics, Computational Physics +16

A Novel Ionospheric Inversion Model: PINN‐SAMI3 (Physics Informed Neural Network Based on SAMI3)

Jiayu Ma, Haiyang Fu, J. D. Huba et al. · Space Weather · 2024 · 22 citations · Full text

Natural Sciences, Earth Sciences, Physics +15

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

Wenjie Cheng, Haiyang Fu, Liang Wang et al. · Computer Physics Communications · 2022 · 20 citations · Full text

Engineering, Mechanical Engineering, Physics +11

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

Yilan Qin, Jiayu Ma, Mingle Jiang et al. · Physical Review Research · 2023 · 19 citations · Full text

Natural Sciences, Physics, Computational Physics +15