2 papers
physics.acc-ph2025
Estimation of superconducting cavity bandwidth and detuning using a Luenberger observer
Bozo Richter, Andrea Bellandi, Julien Branlard +2
Enabled by progress in superconducting technology, several continuous wave linear accelerators are foreseen in the next decade. For these machines, it is of crucial importance to t…
physics.ins-det2024
A Two-Stage Machine Learning-Aided Approach for Quench Identification at the European XFEL
Lynda Boukela, Annika Eichler, Julien Branlard +1
This paper introduces a machine learning-aided fault detection and isolation method applied to the case study of quench identification at the European X-Ray Free-Electron Laser. Th…