A novel temperature prediction method without using energy equation based on physics-informed neural network (PINN): A case study on plate- circular/square pin-fin heat sinks
Kitti Nilpueng, Preecha Kaseethong, Mehrdad Mesgarpour, Mostafa Safdari Shadloo, Somchai Wongwises
Topics & Concepts
Artificial neural networkFinTransient (computer programming)Thermal conductionConvergence (economics)Heat transferNonlinear systemSensitivity (control systems)MechanicsMathematical analysisMathematicsPhysicsComputer scienceEngineeringThermodynamicsMechanical engineeringArtificial intelligenceElectronic engineeringEconomicsOperating systemEconomic growthQuantum mechanicsHeat Transfer MechanismsHeat Transfer and OptimizationFluid Dynamics and Turbulent Flows