FFV-PINN: A fast physics-informed neural network with simplified finite volume discretization and residual correction
Chang Wei, Yuchen Fan, Jian Cheng Wong, Chin Chun Ooi, Heyang Wang, Pao‐Hsiung Chiu
Topics & Concepts
DiscretizationResidualArtificial neural networkFinite volume methodFinite element methodVolume (thermodynamics)Applied mathematicsMethod of mean weighted residualsMathematicsMathematical analysisPhysicsComputer scienceAlgorithmMechanicsArtificial intelligenceThermodynamicsGalerkin methodModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNuclear reactor physics and engineering