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A Deep Learning-Based Particle-in-Cell Method for Plasma Simulations

A Deep Learning-Based Particle-in-Cell Method for Plasma Simulations

5 July 2021

Stefano Markidis

ArXiv (abs)PDF HTML

Papers citing "A Deep Learning-Based Particle-in-Cell Method for Plasma Simulations"

4 / 4 papers shown

Hamiltonian Normalizing Flows as kinetic PDE solvers: application to the 1D Vlasov-Poisson Equations

Hamiltonian Normalizing Flows as kinetic PDE solvers: application to the 1D Vlasov-Poisson Equations

Vincent Souveton

Sébastien Terrana

371

1

0

07 May 2025

Learning the dynamics of a one-dimensional plasma model with graph
neural networks

Learning the dynamics of a one-dimensional plasma model with graph neural networks

Diogo D Carvalho

Diogo R Ferreira

361

7

0

26 Oct 2023

Machine learning for advancing low-temperature plasma modeling and
simulation

Machine learning for advancing low-temperature plasma modeling and simulation

316

9

0

30 Jun 2023

The Old and the New: Can Physics-Informed Deep-Learning Replace
Traditional Linear Solvers?

The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?Frontiers in Big Data (Front. Big Data), 2021

Stefano Markidis

280

240

0

12 Mar 2021

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