Stefan Kowarik

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Mass Spectrometry

Magnetic Resonance Spectroscopy

Top Venues

Mach. Learn. Sci. Technol.

IEEE Trans. Emerg. Top. Comput.

Publications

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)
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) (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)
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)
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) (2020)
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)