3D temperature field prediction in direct energy deposition of metals using physics informed neural network

2022 ◽  
Author(s):  
Jibing Xie ◽  
Ze Chai ◽  
Luming Xu ◽  
Xukai Ren ◽  
Sheng Liu ◽  
...  
Keyword(s):  
Neural Network ◽  
Temperature Field ◽  
Energy Deposition ◽  
Direct Energy Deposition ◽  
Direct Energy ◽  
Temperature Field Prediction

Multi-physics modeling of direct energy deposition process of thin-walled structures: defect analysis

2021 ◽  
Vol 67 (4) ◽  
pp. 1229-1242
Author(s):  
Shuhao Wang ◽  
Lida Zhu ◽  
Yichao Dun ◽  
Zhichao Yang ◽  
Jerry Ying Hsi Fuh ◽  
...  
Keyword(s):  
Energy Deposition ◽  
Deposition Process ◽  
Defect Analysis ◽  
Direct Energy Deposition ◽  
Thin Walled Structures ◽  
Direct Energy ◽  
Thin Walled ◽  
Physics Modeling
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