Wednesday, March 7, 2018
2:30PM - 3:06PM
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P34.00001: Machine learning quantum states and many-body entanglement
Invited Speaker:
Dong-Ling Deng
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Wednesday, March 7, 2018
3:06PM - 3:18PM
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P34.00002: Restricted-Boltzmann-Machine Learning for Solving Hubbard and Heisenberg Models
Yusuke Nomura, Andrew Darmawan, Youhei Yamaji, Masatoshi Imada
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Wednesday, March 7, 2018
3:18PM - 3:30PM
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P34.00003: Applications of multilayer convolutional neural network to quantum phase transitions in disordered topological and non-topological systems
Tomi Ohtsuki
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Wednesday, March 7, 2018
3:30PM - 3:42PM
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P34.00004: Machine Learning Entanglement Structure of Disordered Topological Phases and Competing Orders
Michael Matty, Yi Zhang, Zlatko Papic, Eun-Ah Kim
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Wednesday, March 7, 2018
3:42PM - 3:54PM
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P34.00005: Machine Learning Disordered Topological Phases by Statistical Recovery of Symmetry
Nobuyuki Yoshioka, Yutaka Akagi, Hosho Katsura
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Wednesday, March 7, 2018
3:54PM - 4:06PM
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P34.00006: Machine Learning Topological Invariants with Neural Networks
P. Zhang, Huitao Shen, Hui Zhai
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Wednesday, March 7, 2018
4:06PM - 4:18PM
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P34.00007: Machine Learning Z2 Quantum Spin Liquids with Quasi-particle Statistics
Yi Zhang, Roger Melko, Eun-Ah Kim
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Wednesday, March 7, 2018
4:18PM - 4:30PM
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P34.00008: Machine learning inverse problem for topological photonics.
Laura Pilozzi, Giulia Marcucci, Francis Farrelly, Claudio Conti
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Wednesday, March 7, 2018
4:30PM - 4:42PM
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P34.00009: Sparse Representation of Wannier functions from L1 regulariztion
Jiatong Chen, Ke Yin, Yi Xia, Vidvuds Ozolins, Stanley Osher, Russel Caflisch
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Wednesday, March 7, 2018
4:42PM - 4:54PM
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P34.00010: Free Energy–Based Reinforcement Learning Using Quantum Monte Carlo and Quantum Annealing
Pooya Ronagh, Anna Levit, Daniel Crawford, Navid Ghadermarzy, Jaspreet Oberoi, Ehsan Zahedinejad
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Wednesday, March 7, 2018
4:54PM - 5:06PM
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P34.00011: Entanglement Entropy From Tensor Network States for Stabilizer Codes
Huan He, Yunqin Zheng, Andrei Bernevig, Nicolas Regnault
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Wednesday, March 7, 2018
5:06PM - 5:18PM
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P34.00012: Structure of the Entanglement Entropy of (3+1)D Gapped Phases of Matter
Yunqin Zheng, Huan He, Barry Bradlyn, Jennifer Cano, Titus Neupert, Andrei Bernevig
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