Machine Learning Based Optimization of Laser-Plasma Accelerators
This book explores the application of machine learning-based methods, particularly Bayesian optimization, within the realm of laser-plasma accelerators. The book involves the implementation of Bayesian optimization to fine tune the parameters of the lux accelerator, encompassing simulations and real...
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| フォーマット: | 電子媒体 eBook |
| 言語: | 英語 |
| 出版事項: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
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| 版: | 1st ed. 2025. |
| シリーズ: | Springer Theses, Recognizing Outstanding Ph.D. Research,
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| オンライン･アクセス: | https://doi.org/10.1007/978-3-031-88083-4 |
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