A physics-informed machine learning approach for solving heat transfer equation in advanced manufacturing and engineering applications
Navid Zobeiry, Keith D. Humfeld
Topics & Concepts
Computer scienceHeat transferPartial differential equationConvective heat transferTransfer functionTransfer of learningArtificial neural networkHeat equationConvectionFeature (linguistics)Finite element methodFeature engineeringFunction (biology)Boundary (topology)Applied mathematicsMathematical optimizationArtificial intelligenceDeep learningMechanicsPhysicsMathematical analysisThermodynamicsMathematicsElectrical engineeringEngineeringPhilosophyBiologyEvolutionary biologyLinguisticsModel Reduction and Neural NetworksHeat Transfer and OptimizationHeat Transfer Mechanisms