国家天元数学中部中心高性能计算Colloquium系列报告 | 周涛 研究员(中科院数学与系统科学研究院)

发布时间: 2022-05-20 15:54

报告题目:Some Numerical Issues Regarding Deep Neural Network Approximations for PDEs

报告时间:2022-05-24  10:00 - 11:00

报告人:周涛 研究员  中科院数学与系统科学研究院

腾讯会议ID:635-732-748

Abstract:Deep neural networks have been widely used for solving PDEs in recently years. In this talk, we shall discuss some numerical issues for such approaches. In particular, we shall present some recent ideas for dealing with essential boundary conditions, nonlocal operators and effective sampling strategies on unbounded domains.