Andrea Santamaria Garcia

General Functionality for Turn-Dependent Element Properties in SixTrack

R. Maria, A. Mereghetti, H. Burkhardt, 2015 .

Prediction of beam losses during crab cavity quenches at the high luminosity LHC

R. Appleby, R. Calaga, R. Apsimon, 2018, Physical Review Accelerators and Beams.

Experiment and Machine Protection from Fast Losses caused by Crab Cavities in the High Luminosity LHC

Andrea Santamaria Garcia, Andrea Santamaria Garcia, 2018 .

Machine Learning Based Spatial Light Modulator Control for the Photoinjector Laser at FLUTE

E. Bründermann, A. Müller, M. Nasse, 2021 .

Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning

H. Schlarb, F. Burkart, F. Mayet, 2023, ArXiv.

Accelerated Deep Reinforcement Learning for Fast Feedback of Beam Dynamics at KARA

Yang-wang Fang, M. Caselle, E. Bründermann, 2021, IEEE Transactions on Nuclear Science.

First Steps Toward an Autonomous Accelerator, a Common Project Between DESY and KIT

Annika Eichler, Oliver Stein, Erik Bründermann, 2021 .

Limits on Failure Scenarios for Crab Cavities in the HL-LHC

H. Burkhardt, A. Macpherson, K. Sjobak, 2015 .