| Coherent soft X-ray pulses from an echo-enabled harmonic generation free-electron laser P Rebernik Ribič, A Abrami, L Badano, M Bossi, HH Braun, N Bruchon, ... Nature Photonics 13 (8), 555-561, 2019 | 144 | 2019 |
| Sample-efficient reinforcement learning for CERN accelerator control V Kain, S Hirlander, B Goddard, FM Velotti, GZ Della Porta, N Bruchon, ... Physical Review Accelerators and Beams 23 (12), 124801, 2020 | 59 | 2020 |
| Basic reinforcement learning techniques to control the intensity of a seeded free-electron laser N Bruchon, G Fenu, G Gaio, M Lonza, FH O’Shea, FA Pellegrino, ... Electronics 9 (5), 781, 2020 | 41 | 2020 |
| Policy gradient methods for free-electron laser and terahertz source optimization and stabilization at the FERMI free-electron laser at Elettra FH O’Shea, N Bruchon, G Gaio Physical Review Accelerators and Beams 23 (12), 122802, 2020 | 24 | 2020 |
| Model-free and bayesian ensembling model-based deep reinforcement learning for particle accelerator control demonstrated on the FERMI FEL S Hirlaender, N Bruchon arXiv preprint arXiv:2012.09737, 2020 | 21 | 2020 |
| Free-electron laser spectrum evaluation and automatic optimization N Bruchon, G Fenu, G Gaio, M Lonza, FA Pellegrino, L Saule Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2017 | 16 | 2017 |
| Toward the application of reinforcement learning to the intensity control of a seeded free-electron laser N Bruchon, G Fenu, G Gaio, M Lonza, FA Pellegrino, E Salvato 2019 23rd International Conference on Mechatronics Technology (ICMT), 1-6, 2019 | 12 | 2019 |
| Linear optics control of sideband instability for improved free-electron laser spectral brightness G Perosa, EM Allaria, L Badano, N Bruchon, P Cinquegrana, ... Physical Review Accelerators and Beams 23 (11), 110703, 2020 | 10 | 2020 |
| Advances in automatic performance optimization at FERMI G Gaio, M Lonza, N Bruchon, L Saule Proceedings of the 16th International Conference on Accelerator & Large …, 2017 | 9 | 2017 |
| Spectrotemporal control of soft x-ray laser pulses NS Mirian, E Allaria, N Bruchon, P Cinquegrana, MB Danailov, ... Physical Review Accelerators and Beams 23 (6), 060701, 2020 | 7 | 2020 |
| An Online Iterative Linear Quadratic Approach for a Satisfactory Working Point Attainment at FERMI N Bruchon, G Fenu, G Gaio, S Hirlander, M Lonza, FA Pellegrino, ... Information 12 (7), 262, 2021 | 3 | 2021 |
| Free-electron laser optimization with reinforcement learning N Bruchon, G Fenu, G Gaio, M Lonza, FA Pellegrino, E Salvato 17th Int. Conf. on Acc. and Large Exp. Physics Control Systems, ICALEPCS2019, 2019 | 3 | 2019 |
| Feasibility Investigation on Several Reinforcement Learning Techniques to Improve the Performance of the FERMI Free-Electron Laser N Bruchon Università degli Studi di Trieste, 2021 | 2 | 2021 |
| First lasing of a free electron laser in the soft x-ray spectral range with echo enabled harmonic generation E Allaria, A Abrami, L Badano, M Bossi, HH Braun, N Bruchon, ... SLAC National Accelerator Lab., Menlo Park, CA (United States), 2019 | 2 | 2019 |
| Towards the Automatic Setup of Longitudinal Emittance Blow-Up in the CERN SPS N Bruchon, C Zisou, G Papotti, I Karpov, N Madysa, D Quartullo JACoW IPAC 2022, 949-952, 2022 | 1 | 2022 |
| Test of Machine Learning at the CERN LINAC4 V Kain, N Bruchon, S Hirlander, N Madysa, I Vojskovic, P Skowronski, ... JACoW Publishing, 2021 | 1 | 2021 |
| arXiv: Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL S Hirlaender, N Bruchon | | 2020 |
| Coherent soft X-ray pulses from an echo-enabled harmonic generation free-electron laser A Abrami, L Badano, M Bossi, HH Braun, N Bruchon, F Capotondi, ... | | 2019 |
