Bulletin of the American Physical Society

APS March Meeting 2021

Volume 66, Number 1

Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA

Session Index

Session E21: Machine Learning for Quantum Matter IV

Focus Session Live

Show Abstracts

Sponsoring Units: DCOMP GDS DMP
Chair: Marin Bukov, University of California, Berkeley

Tuesday, March 16, 2021 8:00AM - 8:36AM Live		E21.00001: Learning Algorithms for Control and Characterization of Quantum Matter Invited Speaker: Eliska Greplova
Tuesday, March 16, 2021 8:36AM - 8:48AM Live		E21.00002: Deep neural networks for quantum state characterization, part 1: classification Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori, Anton Frisk Kockum
Tuesday, March 16, 2021 8:48AM - 9:00AM Live		E21.00003: Deep neural networks for quantum state characterization, part 2: reconstruction Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori, Anton Frisk Kockum
Tuesday, March 16, 2021 9:00AM - 9:12AM Live		E21.00004: Chebyshev expansion of spectral functions using restricted Boltzmann machines Hongwei Chen, Douglas Hendry, Phillip Weinberg, Adrian Feiguin
Tuesday, March 16, 2021 9:12AM - 9:24AM Live		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
Tuesday, March 16, 2021 9:24AM - 10:00AM Live		E21.00006: Variational optimization in the AI era Invited Speaker: Bryan Clark
Tuesday, March 16, 2021 10:00AM - 10:12AM Live		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
Tuesday, March 16, 2021 10:12AM - 10:24AM Live		E21.00008: Fermionic lattice models with first-quantized deep neural-network quantum states Javier Robledo Moreno, James Stokes, Eftychios A. Pnevmatikakis, Giuseppe Carleo
Tuesday, March 16, 2021 10:24AM - 10:36AM Live		E21.00009: Approaching exact solutions of the electronic Schrödinger equation with deep quantum Monte Carlo Jan Hermann, Zeno Schätzle, Frank Noe
Tuesday, March 16, 2021 10:36AM - 10:48AM Live		E21.00010: Unitary quantum process tomography by time-delayed measurements Felix Dietrich, Irene Lopez Gutierrez, Christian Mendl

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Bulletin of the American Physical Society

APS March Meeting 2021

Volume 66, Number 1

Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA

Session Index

Session E21: Machine Learning for Quantum Matter IV

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