AKPIK 6: AI Methods for Materials Science
Thursday, March 20, 2025, 16:30–18:00, H5
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16:30 |
AKPIK 6.1 |
Bayesian Optimization for High-Resolution Transmission Electron Microscopy — •Xiankang Tang, Lei Jin, Yixuan Zhang, Rafal Dunin-Borkowski, and Hongbin Zhang
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16:45 |
AKPIK 6.2 |
Synthetic Data Generation for Enhanced Segmentation of Electron Microscopy Images — •Amir Omidvarnia, Ali Ghaznavi, Junbeom Park, Shibabrata Basak, and Simone Köcher
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17:00 |
AKPIK 6.3 |
Neural Networks in Surface Crystallography: A New Paradigm for GIWAXS Analysis — •Erwin Pfeiler, Vladimir Starostin, Alexander Hinderhofer, Roland Resel, Frank Schreiber, and Stefan Kowarik
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17:15 |
AKPIK 6.4 |
Reflectivity Analysis with AI: The LISA Data Pipeline at P08/DESY — •Julia Kobus, Lukas Petersdorf, Svenja Hövelmann, Alexander Hinderhofer, Vladimir Starostin, Chen Shen, Florian Bertram, Linus Pithan, Frank Schreiber, and Bridget Murphy
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17:30 |
AKPIK 6.5 |
Prediction of Infrared Spectra of organic molecules with Active Learning — •Gusein Bedirkhanov, Nitik Bhatia, Ondrej Krejci, and Patrick Rinke
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17:45 |
AKPIK 6.6 |
Towards AI-assisted high-throughput thin film research workflow — •Dmitry Lapkin, Roody Nasro, Constantin Völter, Valentin Munteanu, Alexander Hinderhofer, Alexander Gerlach, and Frank Schreiber
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