Bulletin of the American Physical Society
2024 APS March Meeting
Monday–Friday, March 4–8, 2024; Minneapolis & Virtual
Session Index
Session Y50: Quantum machine learning - Near-Term ApplicationsFocus
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Show Abstracts |
Sponsoring Units: DQI GDS Chair: Erik Gustafson, Universities Space Research Association Room: 200H |
Friday, March 8, 2024 8:00AM - 8:12AM |
Y50.00001: Practical hybrid digital-analog quantum learning on Rydberg atom arrays Kristina G Wolinski, Milan Kornjaca, Susanne F Yelin, Jonathan Z Lu, Lucy Jiao, Hong-Ye Hu, Fangli Liu, Shengtao Wang | |
Friday, March 8, 2024 8:12AM - 8:24AM |
Y50.00002: Quantum-enhanced machine learning using phosphorus-doped silicon quantum dots Sam Sutherland, Casey R Myers, Brandur Thorgrimmson, Joris G Keizer, Matthew B Donnelly, Yousun Chung, Samuel K Gorman, Michelle Y Simmons | |
Friday, March 8, 2024 8:24AM - 8:36AM |
Y50.00003: Utilizing the non-interacting bionic particle sampling to solve image classification tasks Akitada Sakurai, Aoi Hayashi, William J Munro, Kae Nemoto | |
Friday, March 8, 2024 8:36AM - 8:48AM |
Y50.00004: Quantum-enhanced physical-layer data learning with a variational sensor network Pengcheng Liao, Bingzhi Zhang, Quntao Zhuang | |
Friday, March 8, 2024 8:48AM - 9:00AM |
Y50.00005: Quadri-partite Quantum-Assisted VAE as a calorimeter surrogate J. Quetzalcoatl Q Toledo-Marin, Hao Jia, Sebastian Gonzalez, Sehmimul Hoque, Abhishek Abhishek, Tiago Vale, Soren Andersen, Geoffrey Fox, Roger G Melko, Maximilian Swiatlowski, Wojciech Fedorko | |
Friday, March 8, 2024 9:00AM - 9:12AM |
Y50.00006: Quantum Hardware-Enabled Molecular Dynamics via Transfer Learning Abid A Khan, Bryan K Clark, Prateek Vaish, Yaoqi Pang, Brenda M Rubenstein, Michael Chen, Norm M Tubman | |
Friday, March 8, 2024 9:12AM - 9:48AM |
Y50.00007: Machine Learning with Near-Term Quantum Computers Invited Speaker: Sonika Johri | |
Friday, March 8, 2024 9:48AM - 10:00AM |
Y50.00008: Quantum Reservoir Computing with Neutral Atom Arrays Milan Kornjaca, Hong-Ye Hu, Chen Zhao, Jonathan R Wurtz, Alexei Bylinskii, Pedro Lopes, Xun Gao, Fangli Liu, Shengtao Wang | |
Friday, March 8, 2024 10:00AM - 10:12AM |
Y50.00009: A Practical Quantum Reservoir Computing Platform for Quantum Data Processing Gerasimos M Angelatos, Guilhem J Ribeill, Supantho Rakshit, Michael Grace, Leon Bello, Hakan E Tureci | |
Friday, March 8, 2024 10:12AM - 10:24AM |
Y50.00010: Practical and versatile reservoir-filter for optimizing multi-state qubit readout Saeed A Khan, Ryan Kaufman, Michael Hatridge, Hakan E Tureci | |
Friday, March 8, 2024 10:24AM - 10:36AM |
Y50.00011: ABSTRACT WITHDRAWN | |
Friday, March 8, 2024 10:36AM - 10:48AM |
Y50.00012: Reservoir Computing with Feedback for Quantum State Identification Daniel B Soh, Peter J Ehlers, Hendra Nurdin | |
Friday, March 8, 2024 10:48AM - 11:00AM |
Y50.00013: Hierarchy of the echo state property in quantum reservoir computing Shumpei Kobayashi, Kohei Nakajima, Quoc Hoan Tran |
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