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  • Schumi-Mareček, D.; Bertram, F.; Mikulík, P.; Varshney, D.; Novák, J.; Kowarik, S. Millisecond X-Ray Reflectometry and Neural Network Analysis: Unveiling Fast Processes in Spin Coating. J Appl Cryst 2024, 57 (2). https://doi.org/10.1107/S1600576724001171.
  • Martynec, T.; Karapanagiotis, C.; Klapp, S. H. L.; Kowarik, S. Machine Learning Predictions of Surface Migration Barriers in Nucleation and Non-Equilibrium Growth. Communications Materials 2021, 2 (1), 90. https://doi.org/10.1038/s43246-021-00188-1.
  • Greco, A.; Starostin, V.; Karapanagiotis, C.; Hinderhofer, A.; Gerlach, A.; Pithan, L.; Liehr, S.; Schreiber, F.; Kowarik, S. Fast Fitting of Reflectivity Data of Growing Thin Films Using Neural Networks. J Appl Crystallogr 2019, 52 (Pt 6), 1342–1347. https://doi.org/10.1107/S1600576719013311.
  • Kowarik, S.; Hussels, M.-T.; Chruscicki, S.; Münzenberger, S.; Lämmerhirt, A.; Pohl, P.; Schubert, M. Fiber Optic Train Monitoring with Distributed Acoustic Sensing: Conventional and Neural Network Data Analysis. Sensors 2020, 20 (2), 450. https://doi.org/10.3390/s20020450
  • Pithan, L.; Cocchi, C.; Zschiesche, H.; Weber, C.; Zykov, A.; Bommel, S.; Leake, S. J.; Schäfer, P.; Draxl, C.; Kowarik, S. Light Controls Polymorphism in Thin Films of Sexithiophene. Crystal Growth and Design 2015, 15 (3), 1319–1324. https://doi.org/10.1021/cg501734w.
  • Weber, C.; Liebig, T.; Gensler, M.; Pithan, L.; Bommel, S.; Bléger, D.; Rabe, J. P.; Hecht, S.; Kowarik, S. Light-Controlled “Molecular Zippers” Based on Azobenzene Main Chain Polymers. Macromolecules 2015, 48 (5), 1531–1537.
  • Bommel, S.; Kleppmann, N.; Weber, C.; Spranger, H.; Schäfer, P.; Novak, J.; Roth, S.; Schreiber, F.; Klapp, S.; Kowarik, S. Unravelling the Multilayer Growth of the Fullerene C60 in Real Time. NATURE COMMUNICATIONS 2014, 5. https://doi.org/10.1038/ncomms6388.
  • Kowarik, S.; Gerlach, A.; Sellner, S.; Schreiber, F.; Cavalcanti, L.; Konovalov, O. Real-Time Observation of Structural and Orientational Transitions during Growth of Organic Thin Films. PHYSICAL REVIEW LETTERS 2006, 96 (12). https://doi.org/10.1103/PhysRevLett.96.125504.