Physics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition

Christian Zamiela,Ryan Stokes,Wenmeng Tian,Haley Doude,Matthew W. Priddy,Linkan Bian

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME（2024）

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deep learning,deformation detection,physics-informed machine learning,thermal sensing,wire arc directed energy deposition,additive manufacturing,inspection and quality control,sensing

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