Physics-assisted transfer learning metamodels to predict bead geometry and carbon emission in laser butt welding
Jianzhao Wu, Chaoyong Zhang, Amanda Giam, Hou Yi Chia, Huajun Cao, Wenjun Ge, Wentao Yan
Topics & Concepts
WeldingMetamodelingKrigingLatin hypercube samplingMechanical engineeringGeometryMaterials scienceComputer scienceAlgorithmEngineeringMathematicsMachine learningMonte Carlo methodStatisticsProgramming languageWelding Techniques and Residual StressesAdditive Manufacturing Materials and ProcessesAdvanced Welding Techniques Analysis