Machine learning for scattering data: strategies, perspectives and applications to surface scattering

por Hinderhofer, Alexander, Greco, Alessandro, Starostin, Vladimir, Munteanu, Valentin, Pithan, Linus, Gerlach, Alexander, Schreiber, Frank
Publicado 2023

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

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

Polymorphism and structure formation in copper phthalocyanine thin films

por Reisz, Berthold, Belova, Valentina, Duva, Giuliano, Zeiser, Clemens, Hodas, Martin, Hagara, Jakub, Šiffalovič, Peter, Pithan, Linus, Hosokai, Takuya, Hinderhofer, Alexander, Gerlach, Alexander, Schreiber, Frank
Publicado 2021

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