[PDF][PDF] Micro-bunching control at electron storage rings with reinforcement learning

T Boltz - 2021 - scholar.archive.org
At the time this thesis is written, the world nds itself amidst and partly in the process of
recovering from the COVID-19 pandemic caused by the SARS-Cov-2 virus. One major …

Status and upgrade of the visible light diagnostics port for energy spread measurements at KARA

MM Patil, E Bründermann, M Caselle… - Journal of Physics …, 2024 - iopscience.iop.org
At the visible light diagnostic (VLD) port at the Karlsruhe Research Accelerator (KARA), it is
possible to study the energy spread of electron bunches by measuring the horizontal bunch …

[PDF][PDF] Systematic study of longitudinal excitations to influence the microbunching instability at KARA

AS Garcia, EBE Bründermann, M Caselle… - English, in Proc … - inspirehep.net
Radio-frequency (RF) modulations can influence the microbunching instability (MBI)
dynamics and serve to eventually control them with reinforcement learning (RL) methods …

[PDF][PDF] Negative momentum compaction operation and its effect on the beam dynamics at the accelerator test facility KARA

P Schreiber - 2022 - inspirehep.net
The concept of negative momentum compaction operation of synchrotron light sources is a
scarcely explored area in accelerator physics. The research in this thesis investigates the …

Simulation of the impact of an additional corrugated structure impedance on the bursting dynamics in an electron storage ring

S Maier, M Brosi, A Mochihashi, MJ Nasse… - arXiv preprint arXiv …, 2024 - arxiv.org
In the case of single-digit picosecond bunch length, synchrotron light sources produce
intense coherent radiation up to the THz range. The reduction of the bunch length by …

[PDF][PDF] Simulation studies on longitudinal beam dynamics manipulated by corrugated structures under different bunch length conditions at KARA

S Maier, M Brosi, HJ Cha, A Mochihashi… - … , 20.03. 2023–24.03 …, 2023 - inspirehep.net
In the KIT storage ring KARA (KArlsruhe Research Accelerator), two parallel plates with
periodic rectangular corrugations are planned to be installed in a dedicated part of the …

[PDF][PDF] Preliminary results on the reinforcement learning-based control of the microbunching instability

L Scomparin, J Becker, E Blomley, E Bründermann… - Proc. IPAC'24 - researchgate.net
Reinforcement learning (RL) is applied to control the microbunching instability (MBI) in
synchrotron light sources. Here the interaction of an electron bunch with its emitted coherent …

On the Perturbation of Synchrotron Motion in the Micro-Bunching Instability

T Boltz, M Brosi, B Haerer, P Schönfeldt… - arXiv preprint arXiv …, 2022 - arxiv.org
The self-interaction of short electron bunches with their own radiation field can have a
significant impact on the longitudinal beam dynamics in a storage ring. While higher bunch …

[PDF][PDF] Design Considerations of the Corrugated Structures in a Vacuum Chamber for Impedance Studies at KARA

S Maier, M Brosi, HJ Cha, A Mochihashi… - … -Proceedings. Ed.: A …, 2022 - inspirehep.net
Two parallel, corrugated plates will be installed at the KIT storage ring KARA (KArlsruhe
Research Accelerator). This impedance manipulation structure can be used to study and …

Beam Control with Fast Reinforcement Learning Inference at the Edge

M SAPKAS - thesis.unipd.it
This thesis delves into real time beam control, at the KARA accelerator. A key focus is the
use of reinforcement learning at the edge with the Versal VCK190 evaluation board …