Symplectic machine learning model for fast simulation of space-charge effects

Symplectic simulation of space-charge effects is crucial for the design and operation of high-intensity particle accelerators. Traditional methods for simulating these effects are often computationally expensive, resulting in significant overhead. In this work, we introduce a generative model based...

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Bibliographic Details
Main Authors: Jinyu Wan, Ji Qiang, Yue Hao
Format: Article
Language:English
Published: American Physical Society 2025-07-01
Series:Physical Review Accelerators and Beams
Online Access:http://doi.org/10.1103/bhpv-bcqk
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