Physics-informed deep learning for melting heat transfer analysis with model-based transfer learning
Hongwei Guo, Xiaoying Zhuang, Naif Alajlan, Timon Rabczuk
Topics & Concepts
Artificial neural networkHeat transferNonlinear systemPartial differential equationCollocation (remote sensing)Ordinary differential equationOdeApplied mathematicsBoundary value problemMathematicsDeep learningMathematical optimizationComputer scienceArtificial intelligenceMathematical analysisPhysicsDifferential equationMechanicsMachine learningQuantum mechanicsModel Reduction and Neural NetworksHeat Transfer MechanismsNanofluid Flow and Heat Transfer