AI RESEARCH
Tackling multiphysics problems via finite element-guided physics-informed operator learning
arXiv CS.LG
•
ArXi:2603.01420v2 Announce Type: replace This work presents a finite element-guied physics-informed learning framework for multiphysics problems with coupled partial differential equations (PDEs) on arbitrary domains. The proposed framework learns an operator from the input space to the solution space with a weighted residual formulation based on the finite element method, enabling discretization-independent prediction beyond the