Vladimir Starostin

11PUBLICATIONS
40CO-AUTHORS
Neural networksComputer aided designPhotogrammetry and remote sensingReaction kinetics and dynamicsCondensed matter characterisation technique development
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Publications (11)

|Jun 03, 2026
Towards machine-learning-based on-the-fly analysis of neutron reflectometry.

|Apr 02, 2025
Benchmarking deep learning for automated peak detection on GIWAXS data.

Constantin Völter, Vladimir Starostin, Dmitry Lapkin

|Mar 14, 2025
Fast and reliable probabilistic reflectometry inversion with prior-amortized neural posterior estimation.

Vladimir Starostin, Maximilian Dax, Alexander Gerlach

|Aug 07, 2024
On the analysis of two-time correlation functions: equilibrium versus non-equilibrium systems.

Anastasia Ragulskaya, Vladimir Starostin, Fajun Zhang

|Apr 10, 2024
Neural network analysis of neutron and X-ray reflectivity data incorporating prior knowledge.

Valentin Munteanu, Vladimir Starostin, Alessandro Greco

|Oct 18, 2023
Closing the loop: autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments.

Linus Pithan, Vladimir Starostin, David Mareček

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Frequent Collaborators

10 joint publications

Frank Schreiber

7 joint publications

Alexander Hinderhofer

6 joint publications

Alexander Gerlach

3 joint publications

Alessandro Greco