Error convergence and engineering-guided hyperparameter search of PINNs: Towards optimized I-FENN performance
Panos Pantidis, Habiba Eldababy, Christopher Miguel Tagle, Mostafa E. Mobasher
Topics & Concepts
HyperparameterConvergence (economics)MathematicsApplied mathematicsMathematical optimizationStatisticsComputer scienceMachine learningAlgorithmEconomicsEconomic growthAdvancements in Semiconductor Devices and Circuit DesignNeural Networks and Reservoir ComputingModel Reduction and Neural Networks