Wednesday, March 17, 2021
8:00AM - 8:36AM
Live
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L21.00001: Closed-loop discovery of optimal materials using artificial intelligence
Invited Speaker:
Muratahan Aykol
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Wednesday, March 17, 2021
8:36AM - 8:48AM
Live
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L21.00002: Interpretable and unsupervised phase classification based on averaged input features
Julian Arnold, Frank Schäfer, Martin Zonda, Axel U. J. Lode
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Wednesday, March 17, 2021
8:48AM - 9:00AM
Live
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L21.00003: Exploration of Topological Metamaterial Band Structures and Chern numbers using Deep Learning
Vittorio Peano, Florian Sapper, Florian Marquardt
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Wednesday, March 17, 2021
9:00AM - 9:12AM
Live
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L21.00004: Unsupervised learning of topological order
Gebremedhin Dagnew, Owen Myers, Chris M Herdman, Lauren Haywards
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Wednesday, March 17, 2021
9:12AM - 9:48AM
Live
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L21.00005: Machine learning augmented neutron and x-ray scattering for quantum materials
Invited Speaker:
Mingda Li
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Wednesday, March 17, 2021
9:48AM - 10:00AM
Live
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L21.00006: Topological quantum phase transitions retrieved through unsupervised machine learning
Yanming Che, Clemens Gneiting, Tao Liu, Franco Nori
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Wednesday, March 17, 2021
10:00AM - 10:12AM
Live
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L21.00007: Machine learning dynamics of phase separation in correlated electron magnets
Puhan Zhang, Preetha Saha, Gia-Wei Chern
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Wednesday, March 17, 2021
10:12AM - 10:24AM
Live
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L21.00008: Machine learning spectral indicators of topology
Nina Andrejevic, Jovana Andrejevic, Christopher Rycroft, Mingda Li
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Wednesday, March 17, 2021
10:24AM - 10:36AM
Live
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L21.00009: AI-guided engineering of nanoscale topological materials
Srilok Srinivasan, Mathew Cherukara, David Eckstein, Anthony Avarca, Subramanian Sankaranarayanan, Pierre Darancet
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Wednesday, March 17, 2021
10:36AM - 10:48AM
Live
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L21.00010: Automatic Learning of Topological Phase Boundaries
Alexander Kerr, Geo Jose, Colin J Riggert, Kieran Mullen
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