Niky Bruchon
Università degli Studi di Trieste
H-index: 8
Europe-Italy
Top articles of Niky Bruchon
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards the Automatic Setup of Longitudinal Emittance Blow-Up in the CERN SPS | JACoW IPAC | Niky Bruchon Charilaos Zisou Giulia Papotti Ivan Karpov Nico Madysa | 2022 |
Feasibility Investigation on Several Reinforcement Learning Techniques to Improve the Performance of the FERMI Free-Electron Laser | Niky Bruchon | 2021/3/18 | |
Test of Machine Learning at the CERN LINAC4 | Verena Kain Niky Bruchon Simon Hirlander Nico Madysa Isabella Vojskovic | 2021 | |
An Online Iterative Linear Quadratic Approach for a Satisfactory Working Point Attainment at FERMI | Information | Niky Bruchon Gianfranco Fenu Giulio Gaio Simon Hirlander Marco Lonza | 2021/6/26 |
Sample-efficient reinforcement learning for CERN accelerator control | Physical Review Accelerators and Beams | Verena Kain Simon Hirlander Brennan Goddard Francesco Maria Velotti Giovanni Zevi Della Porta | 2020/12/1 |
Linear optics control of sideband instability for improved free-electron laser spectral brightness | Physical Review Accelerators and Beams | G Perosa EM Allaria L Badano N Bruchon P Cinquegrana | 2020/11/17 |
Spectrotemporal control of soft x-ray laser pulses | Physical Review Accelerators and Beams | Najmeh S Mirian Enrico Allaria Niky Bruchon Paolo Cinquegrana Miltcho Boyanov Danailov | 2020/6/11 |
Policy gradient methods for free-electron laser and terahertz source optimization and stabilization at the FERMI free-electron laser at Elettra | Physical Review Accelerators and Beams | FH O’Shea N Bruchon G Gaio | 2020/12/21 |
Basic reinforcement learning techniques to control the intensity of a seeded free-electron laser | Electronics | Niky Bruchon Gianfranco Fenu Giulio Gaio Marco Lonza Finn Henry O’Shea | 2020/5/9 |
arXiv: Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL | Simon Hirlaender Niky Bruchon | 2020/12/17 | |
Model-free and bayesian ensembling model-based deep reinforcement learning for particle accelerator control demonstrated on the FERMI FEL | arXiv preprint arXiv:2012.09737 | Simon Hirlaender Niky Bruchon | 2020/12/17 |
