Long-time integration of parametric evolution equations with physics-informed DeepONets
Sifan Wang, Paris Perdikaris
Topics & Concepts
OdePartial differential equationOrdinary differential equationComputer scienceRange (aeronautics)Applied mathematicsParametric statisticsArtificial neural networkMathematical optimizationAlgorithmMathematicsDifferential equationArtificial intelligenceMathematical analysisMaterials scienceComposite materialStatisticsModel Reduction and Neural NetworksNumerical methods for differential equationsLattice Boltzmann Simulation Studies