Physics-informed neural networks for hydraulic transient analysis in pipeline systems
Jiawei Ye, Nhu Cuong, Wei Zeng, Martin F. Lambert
Topics & Concepts
Transient (computer programming)Pipeline (software)Artificial neural networkBoundary (topology)Process (computing)HyperparameterControl engineeringEngineeringBoundary value problemHydraulic machineryComputer scienceControl theory (sociology)Mechanical engineeringArtificial intelligencePhysicsMathematicsControl (management)Quantum mechanicsMathematical analysisOperating systemModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsWater Systems and Optimization