Litcius/Paper detail

Time-dependent Dirac Equation with Physics-Informed Neural Networks: Computation and Properties

Emmanuel Lorin, Xu Yang

2022Computer Physics Communications12 citationsDOI

Topics & Concepts

Artificial neural networkDirac (video compression format)Dirac equationDiscretizationParameterized complexityComputationAutomatic differentiationDirac algebraApplied mathematicsComputer scienceStochastic neural networkDifferential equationMathematicsMathematical optimizationArtificial intelligenceAlgorithmMathematical analysisRecurrent neural networkPhysicsQuantum mechanicsMathematical physicsNeutrinoModel Reduction and Neural NetworksAdvanced Electron Microscopy Techniques and ApplicationsNumerical methods for differential equations