A physics-informed neural network framework to predict 3D temperature field without labeled data in process of laser metal deposition
Shilin Li, Gang Wang, Yuelan Di, Liping Wang, Haidou Wang, Qingjun Zhou
Topics & Concepts
Computer scienceFinite element methodArtificial neural networkProcess (computing)Field (mathematics)Thermal conductionNonlinear systemScalingHeat transferThermalMachine learningArtificial intelligenceAlgorithmPhysicsMechanicsThermodynamicsMathematicsGeometryPure mathematicsQuantum mechanicsOperating systemLaser Material Processing TechniquesAdvanced Sensor Technologies ResearchHeat Transfer Mechanisms