Network architecture follows coupling in multiphysics systems: single vs. multiple branches in DeepONet and S-DeepONet
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Real-time prediction of complex physical systems requires surrogate models that learn from data while representing strong multiphysics coupling. Deep Operator Networks have shown success in single-physics problems, yet their effectiveness in capturing nonlinea... ...
