Physics-informed machine learning for surrogate modeling of wind pressure and optimization of pressure sensor placement
Qiming Zhu, Ze Zhao, Jinhui Yan
Topics & Concepts
Surrogate modelFinite element methodComputational fluid dynamicsInflowComputer scienceArtificial neural networkPressure sensorField (mathematics)Artificial intelligenceMachine learningSimulationEngineeringMechanical engineeringStructural engineeringAerospace engineeringMathematicsPhysicsMeteorologyPure mathematicsModel Reduction and Neural NetworksStructural Health Monitoring TechniquesWind and Air Flow Studies