209 citations · 1.3k across the 47 of their papers we have counts for
47 papers
Data-Driven Modeling of Landau Damping by Fourier Neural Operator
Shichen Wei, Yuhong Liu, Haiyang Fu +2
The development of machine learning techniques enables us to construct surrogate models from data of direct numerical simulations, which has important implications for modeling com…
The case for studying other planetary magnetospheres and atmospheres in Heliophysics
Ian J. Cohen, Chris Arridge, Abigail Azari +37
Heliophysics is the field that "studies the nature of the Sun, and how it influences the very nature of space - and, in turn, the atmospheres of planetary bodies and the technology…
Numerical Study of Magnetic Island Coalescence Using Magnetohydrodynamics With Adaptively Embedded Particle-In-Cell Model
Dion Li, Yuxi Chen, Chuanfei Dong +2
Collisionless magnetic reconnection typically requires kinetic treatments that are, in general, computationally expensive compared to fluid-based models. In this study, we use the…
Space Weather Observations, Modeling, and Alerts in Support of Human Exploration of Mars
James L. Green, Chuanfei Dong, Michael Hesse +2
Space weather observations and modeling at Mars have begun but they must be significantly increased to support the future of Human Exploration on the Red Planet. A comprehensive sp…
Data-driven modeling of Landau damping by physics-informed neural networks
Yilan Qin, Jiayu Ma, Mingle Jiang +5
Kinetic approaches are generally accurate in dealing with microscale plasma physics problems but are computationally expensive for large-scale or multiscale systems. One of the lon…
Reconnection-Driven Energy Cascade in Magnetohydrodynamic Turbulence
Chuanfei Dong, Liang Wang, Yi-Min Huang +3
Magnetohydrodynamic turbulence regulates the transfer of energy from large to small scales in many astrophysical systems, including the solar atmosphere. We perform three-dimension…