Showing math.NAShow all
2 papers · 1 filter
math.NA2024
Accurate adaptive deep learning method for solving elliptic problems
Jingyong Ying, Yaqi Xie, Jiao Li +1
Deep learning method is of great importance in solving partial differential equations. In this paper, inspired by the failure-informed idea proposed by Gao et.al. (SIAM Journal on…
math.NA2023
Anderson Accelerated Gauss-Newton-guided deep learning for nonlinear inverse problems with Application to Electrical Impedance Tomography
Qingping Zhou, Guixian Xu, Zhexin Wen +1
Physics-guided deep learning is an important prevalent research topic in scientific machine learning, which has tremendous potential in various complex applications including scien…