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Physics-informed neural network for estimating surface heat flux from surface temperature measurements

Zemin Cai, Xiangqi Lin, Tianshu Liu

2025International Journal of Heat and Mass Transfer13 citationsDOI

Topics & Concepts

Surface (topology)Artificial neural networkHeat fluxFlux (metallurgy)PhysicsMechanicsThermodynamicsMaterials scienceHeat transferComputer scienceArtificial intelligenceGeometryMathematicsMetallurgyModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows
Physics-informed neural network for estimating surface heat flux from surface temperature measurements | Litcius