Alexander Gerlach

12PUBLICATIONS
38CO-AUTHORS
Functional materialsComputer aided designPhotogrammetry and remote sensingCondensed matter characterisation technique developmentModelling and simulation
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Publications (12)

|May 08, 2025
Vacuum chamber for deposition of gradient thin films: Toward high-throughput structure-property correlative studies.

Dmitry Lapkin, Roody Nasro, Jakub Hagara

|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

|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

|Feb 13, 2023
Machine learning for scattering data: strategies, perspectives and applications to surface scattering.

Alexander Hinderhofer, Alessandro Greco, Vladimir Starostin

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Frequent Collaborators

12 joint publications

Frank Schreiber

8 joint publications

Alexander Hinderhofer

6 joint publications

Vladimir Starostin

4 joint publications

Linus Pithan