A finite element-guided physics-informed operator learning framework learns solution operators for coupled multiphysics PDEs, enabling discretization-independent predictions on arbitrary domains without labeled data.
Chemo-mechanical coupling in saturated porous media: elastic–plastic behaviour of homoionic expansive clays.Interna- tional Journal of Solids and Structures, 39(10):2773–2806, 2002
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Tackling multiphysics problems via finite element-guided physics-informed operator learning
A finite element-guided physics-informed operator learning framework learns solution operators for coupled multiphysics PDEs, enabling discretization-independent predictions on arbitrary domains without labeled data.