Alexander Hinderhofer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Network Analysis

Metropolis Hastings Algorithm

Feature Detection

Top Venues

Mach. Learn. Sci. Technol.

Publications

Vladimir Starostin, Maximilian Dax, Alexander Gerlach, Alexander Hinderhofer, Álvaro Tejero-Cantero, Frank Schreiber
Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation. CoRR (2024)
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)
Alessandro Greco, Vladimir Starostin, Alexander Hinderhofer, Alexander Gerlach, Maximilian W. A. Skoda, Stefan Kowarik, Frank Schreiber
Neural network analysis of neutron and x-ray reflectivity data: pathological cases, performance and perspectives. Mach. Learn. Sci. Technol. 2 (4) (2021)
Alessandro Greco, Vladimir Starostin, Christos Karapanagiotis, Alexander Hinderhofer, Alexander Gerlach, Linus Pithan, Sascha Liehr, Frank Schreiber, Stefan Kowarik
Fast Fitting of Reflectivity Data of Growing Thin Films Using Neural Networks. CoRR (2019)