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 A21: Machine Learning for Quantum Matter I

Focus Session Live

Show Abstracts

Sponsoring Units: DCOMP GDS DMP
Chair: Stefanie Czischek, University of Waterloo

Monday, March 15, 2021 8:00AM - 8:36AM Live		A21.00001: Dynamics in correlated quantum matter with neural networks Invited Speaker: Markus Heyl
Monday, March 15, 2021 8:36AM - 8:48AM Live		A21.00002: Neural network enhanced hybrid quantum many-body dynamics Rouven Koch, Jose Lado
Monday, March 15, 2021 8:48AM - 9:00AM Live		A21.00003: Autoregressive Neural Network for Simulating Open Quantum Systems via a Probabilistic Formulation Di Luo, Zhuo Chen, Juan Carrasquilla, Bryan Clark
Monday, March 15, 2021 9:00AM - 9:12AM Live		A21.00004: Customizable neural-network states for topological phases Agnes Valenti, Eliska Greplova, Netanel Lindner, Sebastian Huber
Monday, March 15, 2021 9:12AM - 9:48AM Live		A21.00005: Variational Neural Annealing Invited Speaker: Mohamed Hibat-Allah
Monday, March 15, 2021 9:48AM - 10:00AM Live		A21.00006: A Neural-Network approach to the simulation of Open Quantum Dynamics using POVMs Moritz Reh, Martin Gaerttner, Markus Schmitt
Monday, March 15, 2021 10:00AM - 10:12AM Live		A21.00007: Hamiltonian reconstruction as metric for a variational study of the spin-1/2 J₁-J₂ Heisenberg model Kevin Zhang, Samuel Lederer, Kenny Jing Hui Choo, Titus Neupert, Giuseppe Carleo, Eun-Ah Kim
Monday, March 15, 2021 10:12AM - 10:24AM Live		A21.00008: Convolutional Neural Network Wave Functions: learning quantum many-body physics Douglas Hendry, Adrian Feiguin
Monday, March 15, 2021 10:24AM - 10:36AM Live		A21.00009: Challenges for simulating quantum spin dynamics in two dimensions by neural network quantum states Damian Hofmann, Giammarco Fabiani, Johan H Mentink, Giuseppe Carleo, Michael Sentef
Monday, March 15, 2021 10:36AM - 10:48AM Live		A21.00010: Gauge equivariant neural networks for quantum lattice gauge theories Di Luo, Giuseppe Carleo, Bryan Clark, James Stokes
Monday, March 15, 2021 10:48AM - 11:00AM On Demand		A21.00011: Quantum Ground States from Reinforcement Learning Ariel Barr, Willem Gispen, Austen Lamacraft

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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 A21: Machine Learning for Quantum Matter I

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