VW-PINNs: A volume weighting method for PDE residuals in physics-informed neural networks
Jiahao Song, Wenbo Cao, Fei Liao, Weiwei Zhang
Topics & Concepts
WeightingArtificial neural networkVolume (thermodynamics)Statistical physicsPhysicsApplied mathematicsComputational intelligenceComputer scienceMathematicsArtificial intelligenceThermodynamicsAcousticsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows