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Springer Machine Learning Based Optimization of Laser-Plasma Accelerators (Springer Theses)

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Description

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-time experimentation. In combination, the methods presented in this book provide valuable tools for effectively managing the inherent complexity of LPAs, spanning from the design phase in simulations to real-time operation, potentially paving the way for LPAs to cater to a wide array of applications with diverse demands.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
10 June 2025
Listed Since
16 February 2025

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