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Physics-informed neural network-based surrogate model for a virtual thermal sensor with real-time simulation

Myeong‐Seok Go, Jae Hyuk Lim, Seung‐Chul Lee

2023International Journal of Heat and Mass Transfer68 citationsDOI

Topics & Concepts

Heat fluxArtificial neural networkGround truthFlux (metallurgy)Surrogate modelNoise (video)Computer scienceField (mathematics)ThermalPhysicsAlgorithmMechanicsHeat transferArtificial intelligenceMachine learningThermodynamicsMaterials scienceMathematicsImage (mathematics)Pure mathematicsMetallurgyModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows
Physics-informed neural network-based surrogate model for a virtual thermal sensor with real-time simulation | Litcius