2 papers
physics.comp-ph2024
JefiAtten: An Attention Based Neural Network Model for Solving Maxwell's Equations with Charge and Current Sources
Ming-Yan Sun, Peng Xu, Jun-Jie Zhang +2
We present JefiAtten, a novel neural network model employing the attention mechanism to solve Maxwell's equations efficiently. JefiAtten uses self-attention and cross-attention mod…
physics.plasm-ph2023
RBG-Maxwell Framework: Simulation of Collisional Plasma Systems via Coupled Boltzmann-Maxwell equations on GPU
Ming-Yan Sun, Peng Xu, Jun-Jie Zhang +3
This paper presents the RBG-Maxwell framework, a relativistic collisional plasma simulator on GPUs. We provide detailed discussions on the fundamental equations, numerical algorith…