A physics-informed deep learning method for solving direct and inverse heat conduction problems of materials
Zhili He, Futao Ni, Weiguo Wang, Jian Zhang
Topics & Concepts
Thermal conductionInverse problemInversion (geology)Heat transferArtificial neural networkMaterials scienceInverseThermalComputer scienceApplied mathematicsStatistical physicsThermodynamicsArtificial intelligencePhysicsMathematicsMathematical analysisGeometryPaleontologyComposite materialBiologyStructural basinModel Reduction and Neural NetworksHeat Transfer and OptimizationHeat Transfer Mechanisms