Rethinking Input Domains in Physics-Informed Neural Networks via Geometric Compactification Mappings

Zhenzhen Huang, Haoyu Bian, Jiaquan Zhang +6

Several complex physical systems are governed by multi-scale partial differential equations (PDEs) that exhibit both smooth low-frequency components and localized high-frequency st…