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 X32: Quantum Machine Learning III

Live

Show Abstracts

Sponsoring Units: DQI GDS
Chair: Guillaume Verdon, Google

Friday, March 19, 2021 8:00AM - 8:12AM Live		X32.00001: Branching Quantum Convolutional Neural Networks: A Variational Ansatz with Mid-Circuit Measurements Ian MacCormack, Conor Delaney, Alexey Galda, Prineha Narang
Friday, March 19, 2021 8:12AM - 8:24AM Live		X32.00002: Learning local and nonlocal quatum data via generative model over tensor network architechture Khadijeh Najafi, Ahmadreza Azizi, Miles Stoudenmire, Xun Gao, Mikhail Lukin, Susanne F Yelin, Masoud Mohseni
Friday, March 19, 2021 8:24AM - 8:36AM Live		X32.00003: A few examples of Machine Learning and Artificial Neural Networks applied to Quantum Physics Franco Nori
Friday, March 19, 2021 8:36AM - 8:48AM Live		X32.00004: Quantum-enhanced data classification with a variational entangled sensor network Yi Xia, Wei Li, Quntao Zhuang, Zheshen Zhang
Friday, March 19, 2021 8:48AM - 9:00AM Live		X32.00005: Classical variational simulation of the Quantum Approximate Optimization Algorithm Matija Medvidović, Giuseppe Carleo
Friday, March 19, 2021 9:00AM - 9:12AM Live		X32.00006: Using Reinforcement Learning for Quantum Control in Magnetic Resonance Will Kaufman, Benjamin Alford, Pai Peng, Xiaoyang Huang, Paola Cappellaro, Chandrasekhar Ramanathan
Friday, March 19, 2021 9:12AM - 9:24AM Live		X32.00007: Machine Learning-Derived Entanglement Witnesses Eric Zhu, Larry T. H. Wu, Li Qian
Friday, March 19, 2021 9:24AM - 9:36AM Live		X32.00008: Unsupervised machine learning quantum dynamics Matthew Choi, Daniel Flam-Shepherd, Thi Ha Kyaw, Alan Aspuru-Guzik
Friday, March 19, 2021 9:36AM - 9:48AM Live		X32.00009: Quantum adiabatic machine learning with zooming Alexander Zlokapa, Alex Mott, Joshua Job, Jean-Roch Vlimant, Daniel Lidar, Maria Spiropulu
Friday, March 19, 2021 9:48AM - 10:00AM Live		X32.00010: Convolutional Neural Networks and Symmetries of Quantum 1D Spin Chains Shah Saad Alam, Yilong Ju, Jonathan Minoff, Fabio Anselmi, Ankit Patel, Han Pu
Friday, March 19, 2021 10:00AM - 10:12AM Not Participating		X32.00011: Deep Quantum Control: End-to-end quantum control using deep learning algorithms Omid Khosravani
Friday, March 19, 2021 10:12AM - 10:24AM Live		X32.00012: Unsupervised Learning of Physical Systems with Two-dimensional Tensor Network Structures Ahmadreza Azizi, Khadijeh Najafi, Masoud Mohseni
Friday, March 19, 2021 10:24AM - 10:36AM Live		X32.00013: Pattern-Recognition Training of a Quantum Neuron on a Quantum Computer London Cavaletto, Luca Candelori, Alex Matos Abiague
Friday, March 19, 2021 10:36AM - 10:48AM On Demand		X32.00014: Explainable Natural Language Processing with Matrix Product States Pradeep Bhadola, Jirawat Tangpanitanon, Chanatip Mangkang, Yuichiro Minato, Dimitris Angelakis, thiparat chotibut
Friday, March 19, 2021 10:48AM - 11:00AM On Demand		X32.00015: Machine-learning tools for rapid control, calibration and characterization of QPUs and other quantum devices Nicolas Wittler, Federico Roy, Kevin Pack, Max Werninghaus, Anurag Saha Roy, Daniel Egger, Stefan Filipp, Frank K Wilhelm, Shai Machnes

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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 X32: Quantum Machine Learning III

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