Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data. - Vladimir Starostin; Valentin Munteanu; Alessandro Greco; Ekaterina Kneschaurek; Alina Pleli; Florian Bertram; Alexander Gerlach; Alexander Hinderhofer; Frank Schreiber (CoRR, 2022)

Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments. - Linus Pithan; Vladimir Starostin; David Marecek; Lukas Petersdorf; Constantin Völter; Valentin Munteanu; Maciej Jankowski; Oleg Konovalov; Alexander Gerlach; Alexander Hinderhofer; Bridget M. Murphy; Stefan Kowarik; et al. (CoRR, 2023)

Neural network analysis of neutron and X-ray reflectivity data: Incorporating prior knowledge for tackling the phase problem. - Valentin Munteanu; Vladimir Starostin; Alessandro Greco; Linus Pithan; Alexander Gerlach; Alexander Hinderhofer; Stefan Kowarik; Frank Schreiber (CoRR, 2023)