Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations
Enrico Schiassi, Roberto Furfaro, Carl Leake, Mario De Florio, Hunter Johnston, Daniele Mortari
Topics & Concepts
Curse of dimensionalityArtificial neural networkPartial differential equationOrdinary differential equationExtreme learning machineOdeComputer scienceNonlinear systemApplied mathematicsFunction (biology)Function approximationMathematical optimizationAlgorithmMathematicsDifferential equationArtificial intelligenceMathematical analysisPhysicsQuantum mechanicsEvolutionary biologyBiologyModel Reduction and Neural NetworksAdvancements in Semiconductor Devices and Circuit DesignThermal properties of materials