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 B21: Machine Learning for Quantum Matter II

Focus Live

Show Abstracts

Sponsoring Units: DCOMP GDS DMP
Chair: Mohamed Hibat-Allah, University of Waterloo

Monday, March 15, 2021 11:30AM - 11:42AM Live		B21.00001: Neural network wave functions and the sign problem Attila Szabo, Claudio Castelnovo
Monday, March 15, 2021 11:42AM - 11:54AM Live		B21.00002: Neural Networks for Analytic Continuation of Response Functions Simon Verret, Reza Nourafkan, Quinton Weyrich, Samuel Desrosiers, A.-M. S. Tremblay
Monday, March 15, 2021 11:54AM - 12:06PM Live		B21.00003: Spiking Neuromorphic Chip Encodes Quantum Entanglement Correlations Stefanie Czischek, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Lukas Kades, Jan M. Pawlowski, Johannes Schemmel, Markus Oberthaler, Mihai Petrovici, Thomas Gasenzer, Martin Gaerttner
Monday, March 15, 2021 12:06PM - 12:42PM Live		B21.00004: Reinforcement Learning for Many-Body Ground State Preparation based on Counter-Diabatic Driving Invited Speaker: Marin Bukov
Monday, March 15, 2021 12:42PM - 12:54PM Live		B21.00005: Entanglement and Tensor Networks for Supervised Image Classification John Martyn, Guifre Vidal, Chase Roberts, Stefan Leichenauer
Monday, March 15, 2021 12:54PM - 1:06PM Live		B21.00006: Continuous monitoring and feedback control of qubit dynamics using differentiable programming Frank Schäfer, Pavel Sekatski, Martin Koppenhoefer, Niels Loerch, Christoph Bruder, Michal Kloc
Monday, March 15, 2021 1:06PM - 1:18PM Live		B21.00007: Machine Learned Predictions of Complex Quantities from Differentiable Networks Olivier Malenfant-Thuot, Kevin Ryczko, Isaac Tamblyn, Michel Cote
Monday, March 15, 2021 1:18PM - 1:30PM Live		B21.00008: Mitigating sign problem by automatic differentiation Zhouquan Wan, Shixin Zhang, Hong Yao
Monday, March 15, 2021 1:30PM - 2:06PM Live		B21.00009: Self-learning projective quantum Monte Carlo simulations guided by restricted Boltzmann machines Invited Speaker: Estelle Inack
Monday, March 15, 2021 2:06PM - 2:18PM Live		B21.00010: Improving training schemes for encoding quantum states on neuromorphic hardware Robert Klassert, Stefanie Czischek, Andreas Baumbach, Martin Gärttner, Thomas Gasenzer

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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 B21: Machine Learning for Quantum Matter II

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