Valentin Munteanu

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 3

Top Topics

Feature Detection

Learning Methodologies

Autonomous Learning

Top Venues

Publications

Linus Pithan, Vladimir Starostin, David Marecek, Lukas Petersdorf, Constantin Völter, Valentin Munteanu, Maciej Jankowski, Oleg Konovalov, Alexander Gerlach, Alexander Hinderhofer, Bridget Murphy, Stefan Kowarik, Frank Schreiber
Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments. CoRR (2023)
Valentin Munteanu, Vladimir Starostin, Alessandro Greco, Linus Pithan, Alexander Gerlach, Alexander Hinderhofer, Stefan Kowarik, Frank Schreiber
Neural network analysis of neutron and X-ray reflectivity data: Incorporating prior knowledge for tackling the phase problem. CoRR (2023)
Vladimir Starostin, Valentin Munteanu, Alessandro Greco, Ekaterina Kneschaurek, Alina Pleli, Florian Bertram, Alexander Gerlach, Alexander Hinderhofer, Frank Schreiber
Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data. CoRR (2022)