Prediction of grain structure after thermomechanical processing of U-10Mo alloy using sensitivity analysis and machine learning surrogate model
Abstract Hot rolling and annealing are critical intermediate steps for controlling microstructures and thickness variations when fabricating uranium alloyed with 10% molybdenum (U-10Mo), which is highly relevant to worldwide nuclear non-proliferation efforts. This work proposes a machine-learning su...
Main Authors: | Yucheng Fu, William E. Frazier, Kyoo Sil Choi, Lei Li, Zhijie Xu, Vineet V. Joshi, Ayoub Soulami |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-06-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-022-14731-8 |
Similar Items
-
The Influence of Thermomechanical Treatments on the Structure, Microstructure, and Mechanical Properties of Ti-5Mn-Mo Alloys
by: Mariana Luna Lourenço, et al.
Published: (2022-03-01) -
Thermomechanical processing of aluminum alloys.
by: Reti, Aldo Mario
Published: (2005) -
Thermomechanical treatment on AZ63 alloy /
by: Hasan Jafari author, et al.
Published: (2009) -
Grain Refinement Assisted by Deformation Enhanced Precipitates through Thermomechanical Treatment of AA7055 Al Alloy
by: Jinrong Zuo, et al.
Published: (2020-05-01) -
Influence of thermomechanical processing on coarse particles, grain structure, and mechanical properties of Al–Cu alloy rings
by: Wenxue Zhang, et al.
Published: (2023-01-01)