Tuesday, March 5, 2019
2:30PM - 3:06PM
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H18.00001: Hybrid neural network - quantum simulator
Invited Speaker:
Giacomo Torlai
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Tuesday, March 5, 2019
3:06PM - 3:18PM
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H18.00002: Reinforcement Learning Decoders for Fault-Tolerant Quantum Computation
Ryan Sweke, Markus Kesselring, Evert Van Nieuwenburg, Jens Eisert
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Tuesday, March 5, 2019
3:18PM - 3:30PM
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H18.00003: The recoverable quantum information: A smart reward for reinforcement learning of quantum error correction
Thomas Foesel, Petru Tighineanu, Talitha Weiss, Florian Marquardt
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Tuesday, March 5, 2019
3:30PM - 3:42PM
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H18.00004: Quantum error correction for the Toric code using Deep reinforcement learning
Philip Andreasson, Simon Liljestrand, Joel Johansson, Mats Granath
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Tuesday, March 5, 2019
3:42PM - 3:54PM
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H18.00005: Restricted Boltzmann Machines and Matrix Product States of 1D Translational Invariant Stabilizer Codes
Yunqin Zheng, Huan He, Nicolas Regnault, Andrei B Bernevig
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Tuesday, March 5, 2019
3:54PM - 4:06PM
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H18.00006: Neural loop algorithm for square ice model
Ying-Jer Kao, Kai-Wen Zhao, Wen-Han Kao
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Tuesday, March 5, 2019
4:06PM - 4:18PM
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H18.00007: Variational optimization in the AI era: supervised wave-function optimization and computational graph states.
Dmitrii Kochkov, Bryan Clark
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Tuesday, March 5, 2019
4:18PM - 4:30PM
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H18.00008: Generalized Transfer Matrix States from Artificial Neural Networks
Lorenzo Pastori, Raphael Kaubruegger, Jan Carl Budich
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Tuesday, March 5, 2019
4:30PM - 4:42PM
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H18.00009: Construction of Hamiltonians by supervised learning of energy spectra
Hiroyuki Fujita, Yuya Nakagawa, Sho Sugiura, Masaki Oshikawa
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Tuesday, March 5, 2019
4:42PM - 4:54PM
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H18.00010: Backflow Transformations via Neural Networks for Quantum Many-Body Wave-Functions
Di Luo, Bryan Clark
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Tuesday, March 5, 2019
4:54PM - 5:06PM
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H18.00011: Contrasting the Building Blocks of Grain Boundaries using Local vs. Multi-Scale Universal Descriptors
Derek Hensley, Conrad W Rosenbrock, Andrew H Nguyen, Gus Hart, Eric Homer
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