Vladimir Starostin

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 · 23 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +27

Neural network analysis of neutron and x-ray reflectivity data: pathological cases, performance and perspectives

Alessandro Greco, Vladimir Starostin, Alexander Hinderhofer et al. · Machine Learning Science and Technology · 2021 · 22 citations · Full text

Engineering, Machine Learning, Microscopy +20

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 · 21 citations · Full text

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 · 19 citations · Full text

Overcritical plasma ignition and diagnostics from oncoming interaction of two color low energy tightly focused femtosecond laser pulses inside fused silica

F. V. Potemkin, B. G. Bravy, Yulia Bezsudnova et al. · Laser Physics Letters · 2016 · 14 citations

Ir Pulse, Optical Materials, Engineering +21