46 citations · 47 across the 2 of their papers we have counts for
2 papers
math.NA2023★ 1 cited
Computing Multi-Eigenpairs of High-Dimensional Eigenvalue Problems Using Tensor Neural Networks
Yifan Wang, Hehi Xie
In this paper, we propose a type of tensor-neural-network-based machine learning method to compute multi-eigenpairs of high dimensional eigenvalue problems without Monte-Carlo proc…
physics.plasm-ph2022★ 46 cited
Low-temperature plasma simulation based on physics-informed neural networks: frameworks and preliminary applications
Linlin Zhong, Bingyu Wu, Yifan Wang
Plasma simulation is an important and sometimes only approach to investigating plasma behavior. In this work, we propose two general AI-driven frameworks for low-temperature plasma…