Optimizing Physics-Informed Neural Networks with hybrid activation functions: A comparative study on improving residual loss and accuracy using partial differential equations
Husna Zafar, Ahmad, Xiangyang Liu, Muhammad Noveel Sadiq
Topics & Concepts
ResidualArtificial neural networkApplied mathematicsPartial differential equationMathematicsDifferential (mechanical device)Differential equationComputer scienceControl theory (sociology)Mathematical optimizationAlgorithmPhysicsArtificial intelligenceMathematical analysisThermodynamicsControl (management)Model Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNon-Destructive Testing Techniques