Tuesday, March 16, 2021
8:00AM - 8:36AM
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E21.00001: Learning Algorithms for Control and Characterization of Quantum Matter
Invited Speaker:
Eliska Greplova
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Tuesday, March 16, 2021
8:36AM - 8:48AM
Live
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E21.00002: Deep neural networks for quantum state characterization, part 1: classification
Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori, Anton Frisk Kockum
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Tuesday, March 16, 2021
8:48AM - 9:00AM
Live
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E21.00003: Deep neural networks for quantum state characterization, part 2: reconstruction
Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori, Anton Frisk Kockum
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Tuesday, March 16, 2021
9:00AM - 9:12AM
Live
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E21.00004: Chebyshev expansion of spectral functions using restricted Boltzmann machines
Hongwei Chen, Douglas Hendry, Phillip Weinberg, Adrian Feiguin
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Tuesday, March 16, 2021
9:12AM - 9:24AM
Live
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E21.00005: Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data
Cole Miles, Annabelle Bohrdt, Ruihan Wu, Christie Chiu, Muqing Xu, Geoffrey Ji, Markus Greiner, Kilian Q Weinberger, Eugene Demler, Eun-Ah Kim
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Tuesday, March 16, 2021
9:24AM - 10:00AM
Live
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E21.00006: Variational optimization in the AI era
Invited Speaker:
Bryan Clark
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Tuesday, March 16, 2021
10:00AM - 10:12AM
Live
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E21.00007: Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks
James Spencer, David Pfau, Aleksander Botev, Alexander G. de G. Matthews, W Matthew C Foulkes
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Tuesday, March 16, 2021
10:12AM - 10:24AM
Live
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E21.00008: Fermionic lattice models with first-quantized deep neural-network quantum states
Javier Robledo Moreno, James Stokes, Eftychios A. Pnevmatikakis, Giuseppe Carleo
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Tuesday, March 16, 2021
10:24AM - 10:36AM
Live
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E21.00009: Approaching exact solutions of the electronic Schrödinger equation with deep quantum Monte Carlo
Jan Hermann, Zeno Schätzle, Frank Noe
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Tuesday, March 16, 2021
10:36AM - 10:48AM
Live
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E21.00010: Unitary quantum process tomography by time-delayed measurements
Felix Dietrich, Irene Lopez Gutierrez, Christian Mendl
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