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2020 – today
- 2023
[i3]Linus Pithan, Vladimir Starostin, David Marecek, Lukas Petersdorf, Constantin Völter, Valentin Munteanu, Maciej Jankowski, Oleg Konovalov, Alexander Gerlach, Alexander Hinderhofer, Bridget M. Murphy, Stefan Kowarik, Frank Schreiber:
Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments. CoRR abs/2306.11899 (2023)- [i2]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 abs/2307.05364 (2023) - 2022
- [j3]Florian Fricke
, Marcelo Brandalero, Sascha Liehr, Simon Kern, Klas Meyer, Stefan Kowarik, Robin Hierzegger, Stephan Westerdick, Michael Maiwald, Michael Hübner:
Artificial Intelligence for Mass Spectrometry and Nuclear Magnetic Resonance Spectroscopy Using a Novel Data Augmentation Method. IEEE Trans. Emerg. Top. Comput. 10(1): 87-98 (2022) - 2021
- [j2]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): 45003 (2021) - [c1]Florian Fricke, Safdar Mahmood, Javier Hoffmann, Marcelo Brandalero, Sascha Liehr, Simon Kern, Klas Meyer, Stefan Kowarik, Stephan Westerdick, Michael Maiwald, Michael Hübner:
Artificial Intelligence for Mass Spectrometry and Nuclear Magnetic Resonance Spectroscopy. DATE 2021: 615-620 - 2020
- [j1]Stefan Kowarik, Maria-Teresa Hussels, Sebastian Chruscicki, Sven Münzenberger, Andy Lämmerhirt, Patrick Pohl, Max Schubert:
Fiber Optic Train Monitoring with Distributed Acoustic Sensing: Conventional and Neural Network Data Analysis. Sensors 20(2): 450 (2020)
2010 – 2019
- 2019
- [i1]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 abs/1910.02898 (2019)
Coauthor Index
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