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Fast scanning pattern selection in laser directed energy deposition via simulation data-driven based deep regression method 期刊论文
JOURNAL OF MANUFACTURING PROCESSES, 2025, 卷号: 133, 页码: 367-379
作者:  Ma, Liang;  Kong, Xiangwei;  Cheng, Liu;  Liang, Jingjing;  Li, Jinguo;  Jin, Zhibo;  Jiao, Zhidong;  Zhang, Xue;  Sun, Cong
收藏  |  浏览/下载:2/0  |  提交时间:2025/04/27
Laser directed energy deposition  3D regression networks  Deep learning  Texture  Scanning pattern selection  Thermal field prediction  
Molecular dynamics simulations of the shear and tensile mechanical properties of rare-earth metal erbium based on deep-learning potential 期刊论文
MATERIALS TODAY COMMUNICATIONS, 2024, 卷号: 41, 页码: 11
作者:  Xue, Hong-Tao;  Chang, Zhen;  Li, Juan;  Yang, Yan-Hong;  Ren, Jun-Qiang;  Zhang, Yong;  Tang, Fu-Ling;  Lu, Xue-Feng;  Li, Jun-Chen
收藏  |  浏览/下载:1/0  |  提交时间:2025/04/27
Deep-learning potential  Molecular dynamic simulations  First-principles calculations  Rare-earth erbium  Basal/prismatic interfaces  Shear and tensile deformations  
An intelligent process parameters optimization approach for directed energy deposition of nickel-based alloys using deep reinforcement learning 期刊论文
JOURNAL OF MANUFACTURING PROCESSES, 2024, 卷号: 120, 页码: 1130-1140
作者:  Shi, Shuai;  Liu, Xuewen;  Wang, Zhongan;  Chang, Hai;  Wu, Yingna;  Yang, Rui;  Zhai, Zirong
收藏  |  浏览/下载:3/0  |  提交时间:2025/04/27
Directed energy deposition  Temperature simulator  Deep reinforcement learning  Proximal policy optimization  Vickers hardness measurement  
A novel cross-modal hashing algorithm based on multimodal deep learning 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 9
作者:  Qu Wen;  Wang Daling;  Feng Shi;  Zhang Yifei;  Yu Ge
收藏  |  浏览/下载:92/0  |  提交时间:2021/02/02
hashing  cross-modal retrieval  cross-modal hashing  multimodal data analysis  deep learning  
A novel cross-modal hashing algorithm based on multimodal deep learning 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 9
作者:  Qu Wen;  Wang Daling;  Feng Shi;  Zhang Yifei;  Yu Ge
收藏  |  浏览/下载:78/0  |  提交时间:2021/02/02
hashing  cross-modal retrieval  cross-modal hashing  multimodal data analysis  deep learning