Optimization Studies of Simulated THz Radiation at FLUTE

Chenran Xu, Erik Bründermann, Anke-Susanne Müller, Andrea Santamaria Garcia, Markus Schwarz, Jens Schäfer
July, 2022
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Abstract

The linac-based test facility FLUTE (Ferninfrarot Linac Und Test Experiment) at KIT will be used to study novel accelerator technology and provide intense THz pulses. In this paper, we present start-to-end simulation studies of FLUTE with different bunch charges. We employ a parallel Bayesian optimization algorithm for different bunch charges of FLUTE to find optimized accelerator settings for the generation of intense THz radiation.

Type
Conference paper
Publication
Proc. IPAC'22
electron radiation linac simulation synchrotron
Chenran Xu
Chenran Xu
Postdoctoral Researcher

My research interests include autonomous control of particle accelerators using ML methods.