Asymptotic-preserving neural networks for the semiconductor Boltzmann equation and its application on inverse problems

Liu Liu, Yating Wang, Xueyu Zhu +1

In this paper, we develop the Asymptotic-Preserving Neural Networks (APNNs) approach to study the forward and inverse problem for the semiconductor Boltzmann equation. The goal of…