Thursday, March 17, 2022
11:30AM - 12:06PM
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T47.00001: Tuning quantum dot arrays with rays
Invited Speaker:
Justyna P Zwolak
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Thursday, March 17, 2022
12:06PM - 12:18PM
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T47.00002: Unsupervised learning of quantum phases with topological order
Yanting Teng, Subir Sachdev, Mathias S Scheurer
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Thursday, March 17, 2022
12:18PM - 12:30PM
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T47.00003: Machine-learning discovery of descriptors for Topological Semimetals
YANJUN LIU, Wesley J Maddox, Milena Jovanovic, Sebastian Klemenz, Andrew G Wilson, Leslie M Schoop, Eun-Ah Kim
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Thursday, March 17, 2022
12:30PM - 12:42PM
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T47.00004: Bragg glass signatures in the disordered charge density wave material PdxErTe3 from X-ray diffraction data using unsupervised machine learning
Krishnanand M Mallayya, Michael Matty, Joshua A Straquadine, Matthew J Krogstad, Maja D Bachmann, Anisha G Singh, Stephan Rosenkranz, Raymond Osborn, Ian R Fisher, Eun-Ah Kim
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Thursday, March 17, 2022
12:42PM - 12:54PM
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T47.00005: Neural network-based approach to analytic continuation
Maciej M Maska, Maksymilian Kliczkowski
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Thursday, March 17, 2022
12:54PM - 1:06PM
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T47.00006: Machine learning discovery of new phases in programmable Rydberg quantum simulator snapshots
Cole M Miles, Rhine Samajdar, Sepehr Ebadi, Tout T Wang, Hannes Pichler, Markus Greiner, Kilian Q Weinberger, Subir Sachdev, Mikhail Lukin, Eun-Ah Kim
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Thursday, March 17, 2022
1:06PM - 1:18PM
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T47.00007: Construction of Bayesian mixture model for efficient calculation of electron-hole interaction kernel in quantum dots
Arindam Chakraborty, Nicole Spanedda, Chengpeng Gao
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Thursday, March 17, 2022
1:18PM - 1:30PM
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T47.00008: Autonomous identification of quantum dot device failure modes
Josh E Ziegler, Florian Luthi, Mick Ramsey, Thomas F Watson, Justyna P Zwolak
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Thursday, March 17, 2022
1:30PM - 1:42PM
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T47.00009: Machine learning for quantum spin dynamics in and out of equilibrium
Puhan Zhang, Sheng Zhang, Gia-Wei Chern
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Thursday, March 17, 2022
1:42PM - 1:54PM
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T47.00010: Automated derivation of effective models for quantum impurity models
Jonas B Rigo, Andrew K Mitchell
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Thursday, March 17, 2022
1:54PM - 2:06PM
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T47.00011: Application of Variational Autoencoder to Detect Critical Points of Anisotropic Classical Model
Anshumitra Baul, Nicholas Walker, Juana Moreno, Ka-Ming Tam
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