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Open access Sep 2026

Enhanced physics-informed neural networks for Vlasov–Poisson simulations

Kinetic theory is one of the fundamental descriptions in plasma physics. Large-scale numerical simulations for kinetic models such as the non-relativistic Vlasov–Poisson system and the Vlasov–Maxwell system are computationally demanding. To save computer resources, this work uses physics-informed neural network (PINN)...

Yuan Fang, Feng Wang, Q. Luan et al. · 1 citation

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