Faster and lower-dose X-ray reflectivity measurements enabled by physics-informed modeling and artificial intelligence co-refinement

por Mareček, David, Oberreiter, Julian, Nelson, Andrew, Kowarik, Stefan
Publicado 2022

Fiber Optic Train Monitoring with Distributed Acoustic Sensing: Conventional and Neural Network Data Analysis

por Kowarik, Stefan, Hussels, Maria-Teresa, Chruscicki, Sebastian, Münzenberger, Sven, Lämmerhirt, Andy, Pohl, Patrick, Schubert, Max
Publicado 2020

Artificial neural networks for quantitative online NMR spectroscopy

por Kern, Simon, Liehr, Sascha, Wander, Lukas, Bornemann-Pfeiffer, Martin, Müller, Simon, Maiwald, Michael, Kowarik, Stefan
Publicado 2020

Fast fitting of reflectivity data of growing thin films using neural networks

por Greco, Alessandro, Starostin, Vladimir, Karapanagiotis, Christos, Hinderhofer, Alexander, Gerlach, Alexander, Pithan, Linus, Liehr, Sascha, Schreiber, Frank, Kowarik, Stefan
Publicado 2019

Chirality-Specific Unidirectional Rotation of Molecular Motors on Cu(111)

por Schied, Monika, Prezzi, Deborah, Liu, Dongdong, Kowarik, Stefan, Jacobson, Peter A., Corni, Stefano, Tour, James M., Grill, Leonhard
Publicado 2023

Cooperative Switching in Nanofibers of Azobenzene Oligomers

por Weber, Christopher, Liebig, Tobias, Gensler, Manuel, Zykov, Anton, Pithan, Linus, Rabe, Jürgen P., Hecht, Stefan, Bléger, David, Kowarik, Stefan
Publicado 2016

Closing the loop: autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments

por Pithan, Linus, Starostin, Vladimir, Mareček, David, Petersdorf, Lukas, Völter, Constantin, Munteanu, Valentin, Jankowski, Maciej, Konovalov, Oleg, Gerlach, Alexander, Hinderhofer, Alexander, Murphy, Bridget, Kowarik, Stefan, Schreiber, Frank
Publicado 2023