Learning Physics from an Imperfect Ancestor: Joint Failure Mode Resolution for Neural Operators and PINNs
ScientificML
A joint training approach that addresses neural operator out-of-distribution degradation and PINN multi-solution convergence errors by leveraging imperfect neural operators to guide PINN optimization.
See LICENSE file Neural OperatorsPINNPDE