| General functionality for turn-dependent element properties in SixTrack K Sjobak, H Burkhardt, R De Maria, A Mereghetti, AS García IPAC, 2015 | 21 | 2015 |
| First steps toward an autonomous accelerator, a common project between DESY and KIT A Eichler, F Burkart, J Kaiser, W Kuropka, O Stein, E Bründermann, ... Proc. IPAC’21, 2182-2185, 2021 | 20 | 2021 |
| Status of SixTrack with collimation R Bruce, M Fiascaris, M Fitterer, HG Morales, P Hermes, ... CERN Yellow Reports: Conference Proceedings 2, 1-1, 2018 | 17 | 2018 |
| Machine protection from fast crab cavity failures in the High Luminosity LHC A Santamaría García, F Cerutti, A Tsinganis, R Bruce, K Sjobak, ... | 15 | 2016 |
| Time scale of crab cavity failures relevant for high luminosity LHC K Sjobak, A Macpherson, H Burkhardt, A Santamaría García, ... | 15 | 2016 |
| Bayesian optimization of the beam injection process into a storage ring C Xu, T Boltz, A Mochihashi, A Santamaria Garcia, M Schuh, AS Müller Physical Review Accelerators and Beams 26 (3), 034601, 2023 | 14 | 2023 |
| Accelerated deep reinforcement learning for fast feedback of beam dynamics at KARA W Wang, M Caselle, T Boltz, E Blomley, M Brosi, T Dritschler, A Ebersoldt, ... IEEE transactions on nuclear science 68 (8), 1794-1800, 2021 | 14 | 2021 |
| Dynamic simulations in SixTrack K Sjobak, VK Olsen, R De Maria, M Fitterer, AS García, H Garcia-Morales, ... arXiv preprint arXiv:1808.06248, 2018 | 13 | 2018 |
| Identification and compensation of betatronic resonances in the Proton Synchrotron Booster at 160 MeV AS Garcia, F Antoniou, S Albright, F Asvesta, H Bartosik, GP Di Giovanni, ... Proc. 10th Int. Particle Accelerator Conf.(IPAC’19), 1054-1057, 2019 | 11 | 2019 |
| Limits on failure scenarios for crab cavities in the HL-LHC A Santamaría García, H Burkhardt, K Hernández Chahín, A Macpherson, ... IPAC'15, 2015 | 11 | 2015 |
| Bayesian optimization algorithms for accelerator physics R Roussel, AL Edelen, T Boltz, D Kennedy, Z Zhang, F Ji, X Huang, ... Physical Review Accelerators and Beams 27 (8), 084801, 2024 | 9 | 2024 |
| Learning to do or learning while doing: Reinforcement learning and bayesian optimisation for online continuous tuning J Kaiser, C Xu, A Eichler, AS Garcia, O Stein, E Bründermann, W Kuropka, ... arXiv preprint arXiv:2306.03739, 2023 | 9 | 2023 |
| Experiment and machine protection from fast losses caused by crab cavities in the high luminosity LHC AS Garcia Ecole Polytechnique Fédérale de Lausanne, 2018 | 9 | 2018 |
| KINGFISHER: A Framework for Fast Machine Learning Inference for Autonomous Accelerator Systems L Scomparin, E Blomley, T Boltz, E Bründermann, M Caselle, T Dritschler, ... JACoW IBIC2022, 151-155, 2022 | 8 | 2022 |
| Comparison of different transverse emittance measurement techniques in the Proton Synchrotron Booster GP Di Giovanni, S Albright, V Forte, M Fraser, G Guidoboni, B Mikulec, ... Proc. 9th Int. Particle Accelerator Conf.(IPAC’18), 232-235, 2018 | 7 | 2018 |
| JACoW: Systematic Studies of Transverse Emittance Measurements Along the CERN PS Booster Cycle A Santamaría García, S Albright, V Forte, V Vlachoudis, J Briz Monago, ... J. Phys.: Conf. Ser. 1067 (CERN-ACC-2018-119), TUPAF047, 2018 | 7 | 2018 |
| Beam trajectory control with lattice-agnostic reinforcement learning C Xu, E Bründermann, AS Mueller, AS Garcia, J Kaiser, A Eichler Proc. IPAC’23 10, 2023 | 6 | 2023 |
| Prediction of beam losses during crab cavity quenches at the high luminosity LHC R Apsimon, G Burt, A Dexter, N Shipman, A Castilla, A Macpherson, ... Physical Review Accelerators and Beams 22 (6), 061001, 2019 | 6 | 2019 |
| Transverse Emittance Studies at Extraction of the CERN PS Booster F Antoniou, S Albright, F Asvesta, H Bartosik, V Forte, MA Fraser, ... 10th Int. Particle Accelerator Conf.(IPAC’19), Melbourne, Australia, 2019 | 5 | 2019 |
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