A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains

Matteo Calafà, Tito Andriollo, Allan P. Engsig-Karup +1

Physics-informed holomorphic neural networks (PIHNNs) have recently emerged as efficient surrogate models for solving differential problems. By embedding the underlying problem str…