Wednesday, March 16, 2022
3:00PM - 3:36PM
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Q43.00001: Machine Learning for tuning, controlling, and optimizing semiconductor spin qubits
Invited Speaker:
Dominic T Lennon
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Wednesday, March 16, 2022
3:36PM - 4:12PM
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Q43.00002: Machine learning with the quantum earthmover's distance
Invited Speaker:
Seth Lloyd
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Wednesday, March 16, 2022
4:12PM - 4:24PM
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Q43.00003: Combining machine learning with first principles to model the Curie temperature of magnetic Heusler compounds
Parul R Raghuvanshi, Krishnaraj Kundavu, Bhavana Panwar, Prasun Keshri, Rohit Pathak, Amrita Bhattacharya
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Wednesday, March 16, 2022
4:24PM - 4:36PM
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Q43.00004: Denoising scanning tunneling microscopy images with deep learning
Frederic F Joucken, John L Davenport, Zhehao Ge, Eberth Quezada-Lopez, Takashi Taniguchi, Kenji Watanabe, Jerome Lagoute, Robert A Kaindl
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Wednesday, March 16, 2022
4:36PM - 4:48PM
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Q43.00005: Exploring non-equilibrium systems with normalizing flows
Christoph Schönle, Vittorio Peano, Florian Marquardt
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Wednesday, March 16, 2022
4:48PM - 5:00PM
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Q43.00006: Discovering dynamical symmetry breaking and resonances in nonlinear systems through AI.
George P Tsironis, Georgios D Barmparis
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Wednesday, March 16, 2022
5:00PM - 5:12PM
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Q43.00007: Sample generation for the spin-fermion model using neural networks .
Georgios Stratis, Phillip E Weinberg, Tales Imbiriba, Pau Closas, Adrian E Feiguin
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Wednesday, March 16, 2022
5:12PM - 5:24PM
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Q43.00008: Deep Bayesian Experimental Design for Quantum Many-Body Systems
Leopoldo Sarra, Florian Marquardt
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Wednesday, March 16, 2022
5:24PM - 5:36PM
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Q43.00009: Band gap predition of very large number of novel Van der Waals heterostructures using active learing models
Marco Fronzi, Michael Ford, Dawid Winkler, Olexandr Isayev
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Wednesday, March 16, 2022
5:36PM - 5:48PM
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Q43.00010: Identifying Pauli spin blockade using deep learning with scarce experimental data
Jonas Schuff, Dominic T Lennon, Simon Geyer, David Craig, Leon Camenzind, Federico Fedele, Florian Vigneau, Andreas V Kuhlmann, Richard J Warburton, Dominik Zumbühl, Dino Sejdinovic, G. Andrew D Briggs, Natalia Ares
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