Publications

Accelerated Deep Reinforcement Learning for Fast Feedback of Beam Dynamics at KARA.
Wang, W.; Caselle, M.; Boltz, T.; Blomley, E.; Brosi, M.; Dritschler, T.; Ebersoldt, A.; Kopmann, A.; Santamaria Garcia, A.; Schreiber, P.; Bründermann, E.; Weber, M.; Müller, A.-S.; Fang, Y.
2021. IEEE transactions on nuclear science, 68 (8), 1794–1800. doi:10.1109/TNS.2021.3084515 

Machine Learning Based Spatial Light Modulator Control for the Photoinjector Laser at FLUTE.
Xu, C.; Bründermann, E.; Müller, A.-S.; Nasse, M. J.; Santamaria Garcia, A.; Sax, C.; Widmann, C.; Eichler, A.
2021. 12th International Particle Accelerator Conference : virtual edition, May 24th-28th, 2021, Brazil : proceedings volume / IPAC2021. Ed.: R. Picoreti, 3332–3335, Joint Accelerator Conferences Website (JACoW). doi:10.18429/JACoW-IPAC2021-WEPAB289  

Towards Micro-Bunching Control at Storage Rings with Reinforcement Learning.
Boltz, T.; Brosi, M.; Caselle, M.; Dritschler, T.; Haerer, B.; Klein, M.; Pohl, C.; Santamaria Garcia, A.; Schreiber, P.; Wang, W.; Yan, M.; Müller, A.-S.
2020, September 15. DPG AKBP Machine Learning Seminar, Bad Honnef, Deutschland (2020), Bad Honnef, Germany, September 14–15, 2020 

Machine Learning Applications.
Bründermann, E.; Santamaria Garcia, A.; Müller, A.-S.
2020, September 7. Verbundforschung in der Physik der kleinsten Teilchen - KfB-Workshop (2020), Online, September 7–8, 2020 

Artificial Intelligence Activities at KIT for Accelerators.
Santamaria Garcia, A.; Boltz, T.; Bründermann, E.; Härer, B.; Mochihashi, A.; Xu, C.; Müller, A.-S.
2020, September 24. 8th MT ARD ST3 Meeting 2020, Karlsruhe, Deutschland (2020), Online, September 23–24, 2020 

Machine Learning Activities at KIT for Accelerators.
Santamaria Garcia, A.; Boltz, T.; Bründermann, E.; Härer, B.; Mochihashi, A.; Müller, A.-S.
2020, December 17. AMALEA Final Meeting (2020), Online, December 17, 2020 

Machine Learning Based Spatial Light Modulator Control for the Photoinjector Laser at FLUTE.
Xu, C.; Bründermann, E.; Müller, A.-S.; Nasse, M. J.; Santamaria Garcia, A.; Sax, C.; Widmann, C.; Eichler, A.
2021. 12th International Particle Accelerator Conference (IPAC 2021), Online, May 24–28, 2021 

First Steps Toward an Autonomous Accelerator, a Common Project Between DESY and KIT.
Eichler, A.; Burkart, F.; Kaiser, J.; Kuropka, W.; Stein, O.; Xu, C.; Bründermann, E.; Santamaria Garcia, A.
2021. 12th International Particle Accelerator Conference (IPAC 2021), Online, May 24–28, 2021 

First Steps Toward an Autonomous Accelerator, a Common Project Between DESY and KIT.
Eichler, A.; Burkart, F.; Kaiser, J.; Kuropka, W.; Stein, O.; Xu, C.; Bründermann, E.; Santamaria Garcia, A.
2021. doi:10.5445/IR/1000137667 

Machine Learning Based Spatial Light Modulator Control for the Photoinjector Laser at FLUTE.
Xu, C.; Bründermann, E.; Müller, A.-S.; Nasse, M. J.; Santamaria Garcia, A.; Sax, C.; Widmann, C.; Eichler, A.
2021. doi:10.5445/IR/1000137411