Valentin Munteanu

Closing the loop: autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments

Linus Pithan, Vladimir Starostin, David Mareček et al. · Journal of Synchrotron Radiation · 2023 · 30 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data

Vladimir Starostin, Valentin Munteanu, Alessandro Greco et al. · npj Computational Materials · 2022 · 23 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Neural network analysis of neutron and X-ray reflectivity data: automated analysis using <i>mlreflect</i>, experimental errors and feature engineering

Alessandro Greco, Vladimir Starostin, Evelyn Edel et al. · Journal of Applied Crystallography · 2022 · 21 citations · Full text

Computing, Materials Engineering, Materials Science +16

Neural network analysis of neutron and X-ray reflectivity data incorporating prior knowledge

Valentin Munteanu, Vladimir Starostin, Alessandro Greco et al. · Journal of Applied Crystallography · 2024 · 13 citations · Full text

Computing, Computer Science, Materials Science +13