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Surrogate Modelling of the FLUTE Low-Energy Section
Numerical beam dynamics simulations are essential tools in the study and design of particle accelerators, but they can be prohibitively …
Chenran Xu, Erik Bründermann, Anke-Susanne Müller, Andrea Santamaria Garcia, Jens Schäfer
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Transverse and Longitudinal Modulation of Photoinjection Pulses at FLUTE
To generate the electrons to be accelerated, a photoinjection laser is used at the linac-based test facility FLUTE (Ferninfrarot Linac- …
Matthias Nabinger, Anke-Susanne Müller, Michael J. Nasse, Carl Sax, Jens Schäfer, Christina Widmann, Chenran Xu
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First Steps Toward an Autonomous Accelerator, a Common Project Between DESY and KIT
Reinforcement Learning algorithms have risen in popularity in recent years in the accelerator physics community, showing potential in …
Annika Eichler, Erik Bründermann, Florian Burkart, Jan Kaiser, Willi Kuropka, Andrea Santamaria Garcia, Oliver Stein, Chenran Xu
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