3 papers
physics.acc-ph2025
Offset Finding of Beamline Parameters on the METRIXS Beamline at BESSY II Using Machine Learning
David Meier, Thomas Zeschke, Peter Feuer-Forson +3
Beamline alignment is challenging as the beamline components must be set up ideally so that the rays follow the desired optical path. Automated methods using a digital twin allow f…
physics.ins-det2025
Inverse Surrogate Model of a Soft X-Ray Spectrometer using Domain Adaptation
Enrico Ahlers, Peter Feuer-Forson, Gregor Hartmann +3
In this study, we present a method to create a robust inverse surrogate model for a soft X-ray spectrometer. During a beamtime at an electron storage ring, such as BESSY II, instru…
physics.data-an2025
Reconstructing Time-of-Flight Detector Values of Angular Streaking Using Machine Learning
David Meier, Wolfram Helml, Thorsten Otto +3
Angular streaking experiments enable for experimentation in the attosecond regions. However, the deployed Time-of-flight detectors are susceptible to noise and failure. These short…