Fast optimization for betatron radiation from laser wakefield acceleration based on Bayesian optimization

Laser wakefield acceleration, a highly nonlinear process, can provide high-quality electron beams and betatron radiation. However, it has always been a challenge to optimize the photon number of betatron radiation because X-ray production is the secondary process followed by electron generation and...

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Bibliographic Details
Main Authors: Hansheng Ye, Yuqiu Gu, Xiaohui Zhang, Shaoyi Wang, Fang Tan, Jie Zhang, Yue Yang, Yonghong Yan, Yuchi Wu, Wenhui Huang, Weimin Zhou
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Results in Physics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211379722007306