3 papers
physics.space-ph2026
Automated Classification of Plasma Regions at Mars Using Machine Learning
Yilan Qin, Chuanfei Dong, Hongyang Zhou +6
The plasma environment around Mars is highly variable because it is strongly influenced by the solar wind. Accurate identification of plasma regions around Mars is important for th…
astro-ph.EP2025
Physics-Informed Neural Networks for Modeling the Martian Induced Magnetosphere
Jiawei Gao, Chuanfei Dong, Chi Zhang +6
Understanding the magnetic field environment around Mars and its response to upstream solar wind conditions provide key insights into the processes driving atmospheric ion escape.…
physics.plasm-ph2025
Surrogate Modeling of Landau Damping with Deep Operator Networks
Simin Shekarpaz, Chuanfei Dong, Ziyu Huang
Kinetic simulations excel at capturing microscale plasma physics phenomena with high accuracy, but their computational demands make them impractical for modeling large-scale space…