Tuesday, March 6, 2018
8:00AM - 8:36AM
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E34.00001: From Boltzmann machines to Born machines
Invited Speaker:
Lei Wang
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Tuesday, March 6, 2018
8:36AM - 8:48AM
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E34.00002: Neural-network quantum state tomography
Giacomo Torlai, Guglielmo Mazzola, Juan Carrasquilla, Matthias Troyer, Roger Melko, Giuseppe Carleo
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Tuesday, March 6, 2018
8:48AM - 9:00AM
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E34.00003: Approximating quantum many-body wave-functions using artificial neural networks
Zi Cai
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Tuesday, March 6, 2018
9:00AM - 9:12AM
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E34.00004: Hunting for Hamiltonians: A Computational Approach to Learning Quantum Models
Eli Chertkov, Bryan Clark
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Tuesday, March 6, 2018
9:12AM - 9:24AM
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E34.00005: Complexity and geometry of quantum state manifolds
Zhoushen Huang, Alexander Balatsky
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Tuesday, March 6, 2018
9:24AM - 9:36AM
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E34.00006: Recurrent Neural Networks for Quantum Feedback
Thomas Foesel, Talitha Weiss, Petru Tighineanu, Florian Marquardt
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Tuesday, March 6, 2018
9:36AM - 9:48AM
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E34.00007: Interaction Distance: Measuring Many-Body Freedom via Quantum Correlation Structure
Konstantinos Meichanetzidis, Christopher Turner, Ashk Farjami, Zlatko Papic, Jiannis Pachos
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Tuesday, March 6, 2018
9:48AM - 10:00AM
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E34.00008: Machine learning modeling of superconducting critical temperature
Valentin Stanev, Corey Oses, A. Gilad Kusne, Efrain Rodriguez, Johnpierre Paglione, Stefano Curtarolo, Ichiro Takeuchi
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Tuesday, March 6, 2018
10:00AM - 10:12AM
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E34.00009: Neural network prediction of Tc for conventional and unconventional superconductors
Ethan Shapera, Suraj Dhanak, Andre Schleife
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Tuesday, March 6, 2018
10:12AM - 10:24AM
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E34.00010: Data-Driven Design of Nanoscale Features to Obtain High-zT Thermoelectrics
Emily Conant, Timothy Brown, Raymundo Arroyave, Joseph Ross, Patrick Shamberger
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Tuesday, March 6, 2018
10:24AM - 10:36AM
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E34.00011: Materials prediction using machine learning: comparing MBTR, MTP and deep learning
Chandramouli Nyshadham, Wiley Morgan, Brayden Bekker, Gus Hart
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Tuesday, March 6, 2018
10:36AM - 10:48AM
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E34.00012: Evaluation of Machine Learning Methods for the Prediction of Key Properties for Novel Transparent Semiconductors
Christopher Sutton, Christopher Bartel, Xiangyue Liu, Mario Boley, Matthias Rupp, Luca Ghiringhelli, Matthias Scheffler
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Tuesday, March 6, 2018
10:48AM - 11:00AM
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E34.00013: A robust artificial neural network potential for Si(001)
Duy Le, Talat Rahman
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