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20222026
most citedSplitting physics-informed neural networks for inferring the dynamics of integer- and fractional-order neuron models

8 citations · 16 across the 5 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

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★ 2 cited

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…