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Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation

Numerical AnalysisMethod Of Fundamental SolutionEngineeringPde-constrained OptimizationPhysicsSingularly Perturbed ProblemPhysic Aware Machine LearningNumerical SimulationInverse ProblemsBoundary Layer ProblemsSingular PerturbationBoundary Element Method