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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