O 71: Mini-Symposium: Machine learning applications in surface science I
Wednesday, March 3, 2021, 13:30–15:30, R1
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13:30 |
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Opening remarks
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13:45 |
O 71.1 |
Invited Talk:
Machine learning for novel functional materials — •Pascal Friederich
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14:15 |
O 71.2 |
Automated Tip Functionalization and Image interpretation with Machine Learning in Atomic Force Microscopy — Benjamin Alldritt, Chen Xu, Prokop Hapala, Niko Oinonen, •Fedor Urtev, Lauri Kurki, Ondrej Krejci, Filippo Federici Canova, Juho Kannala, Peter Liljeroth, and Adam Foster
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14:30 |
O 71.3 |
Automatic image evaluation of aberration-corrected HRTEM images of 2D materials. — •Christopher Leist, Haoyuan Qi, and Ute Kaiser
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14:45 |
O 71.4 |
Active Discovery of Organic Semiconductors — •Christian Kunkel, Johannes T. Margraf, Ke Chen, Harald Oberhofer, and Karsten Reuter
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15:00 |
O 71.5 |
Invited Talk:
Theory-informed Machine Learning for Surface and Interface Structure Reconstruction from Experimental Data — Eric Schwenker, Chaitanya Kolluru, Marcel Chlupsa, Arun Mannodi Kanakkithodi, Richard Hennig, Pierre Darancet, and •Maria Chan
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