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SurfaceScience21 – wissenschaftliches Programm

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O: Fachverband Oberflächenphysik

O 86: Mini-Symposium: Machine learning applications in surface science II

Donnerstag, 4. März 2021, 10:30–12:30, R1

10:30 O 86.1 Hauptvortrag: Machine learning for robotic nanofabrication with molecules — •Christian Wagner
11:00 O 86.2 Hauptvortrag: Chemisorbed or Physisorbed? Resolving surface adsorption with Bayesian inference and atomic force microscopy — •Milica Todorović
11:30 O 86.3 Ab initio structure search of flexible molecules at interfaces — •Dmitrii Maksimov and Mariana Rossi
11:45 O 86.4 Configurational polaron energies using machine learning — •Viktor Birschitzky, Michele Reticcioli, and Cesare Franchini
12:00 O 86.5 Neural Network Analysis of Neutron and X-Ray Reflectivity Data: Pathological Cases, Performance and Perspectives — •Alessandro Greco, Vladimir Starostin, Alexander Hinderhofer, Alexander Gerlach, Maximilian Skoda, Stefan Kowarik, and Frank Schreiber
12:15 O 86.6 Materials genes of heterogeneous catalysis from clean experiments and AI — •Lucas Foppa, Luca M. Ghiringhelli, Frank Rosowski, Robert Schloegl, Annette Trunschke, and Matthias Scheffler
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