Learning characteristic parameters and dynamics of centrifugal pumps under multiphase flow using physics-informed neural networks
Felipe de Castro Teixeira Carvalho, Kamaljyoti Nath, Alberto Luiz Serpa, George Em Karniadakis
Topics & Concepts
Computer scienceCentrifugal pumpArtificial neural networkDynamics (music)Flow (mathematics)Artificial intelligenceMechanicsImpellerPhysicsAcousticsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsCavitation Phenomena in Pumps