Basic Reinforcement Learning Techniques to Control the Intensity of a Seeded Free-Electron Laser

Free-electron laser spectrum evaluation and automatic optimization

(2017) Niky Bruchon et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

Neural Networks for Modeling and Control of Particle Accelerators

(2016) A. L. Edelen et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

The FERMI free-electron lasers

(2015) E. Allaria et al.   JOURNAL OF SYNCHROTRON RADIATION

OCELOT: A software framework for synchrotron light source and FEL studies

(2014) I. Agapov et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

Two-stage seeded soft-X-ray free-electron laser

(2013) E. Allaria et al.   Nature Photonics

Highly coherent and stable pulses from the FERMI seeded free-electron laser in the extreme ultraviolet

(2012) E. Allaria et al.   Nature Photonics