Machine-learning guided optimization of laser pulses for direct-drive implosions

Fuyuan Wu; Xiaohu Yang; Yanyun Ma; Qi Zhang; Zhe Zhang; Xiaohui Yuan; Hao Liu; Zhengdong Liu; Jiayong Zhong; Jian Zheng; Yutong Li; Jie Zhang

doi:10.1017/hpl.2022.4

High Power Laser Science and Engineering, Volume. 10, Issue 2, 02000e12(2022)

Machine-learning guided optimization of laser pulses for direct-drive implosions

Fuyuan Wu^1,2, Xiaohu Yang^2,3, Yanyun Ma^2,3, Qi Zhang^1,2, Zhe Zhang⁴, Xiaohui Yuan^1,2, Hao Liu^1,2, Zhengdong Liu⁵, Jiayong Zhong^2,5, Jian Zheng^2,6, Yutong Li^2,4, and Jie Zhang^1,2、*

Author Affiliations

¹Key Laboratory for Laser Plasmas (MOE) and School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai200240, China

²Collaborative Innovation Center of IFSA, Shanghai Jiao Tong University, Shanghai200240, China

³Department of Physics, National University of Defense Technology, Changsha410073, China

⁴Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing100190, China

⁵Department of Astronomy, Beijing Normal University, Beijing100875, China

⁶Department of Plasma Physics and Fusion Engineering, University of Science and Technology of China, Hefei230026, China

show less

Cited By

Article index updated:Apr. 28, 2024

Citation counts are provided from Web of Science. The counts may vary by service, and are reliant on the availability of their data.

The article is cited by 16 article(s) from Web of Science.

Tools

Get Citation

Copy Citation Text

Fuyuan Wu, Xiaohu Yang, Yanyun Ma, Qi Zhang, Zhe Zhang, Xiaohui Yuan, Hao Liu, Zhengdong Liu, Jiayong Zhong, Jian Zheng, Yutong Li, Jie Zhang. Machine-learning guided optimization of laser pulses for direct-drive implosions[J]. High Power Laser Science and Engineering, 2022, 10(2): 02000e12

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Research Articles

Received: Nov. 17, 2021

Accepted: Jan. 24, 2022

Posted: Jan. 25, 2022

Published Online: Apr. 19, 2022

The Author Email: Jie Zhang (jzhang1@sjtu.edu.cn)

DOI:10.1017/hpl.2022.4

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology