Bulletin of the American Physical Society
APS March Meeting 2024
Monday–Friday, March 4–8, 2024; Minneapolis & Virtual
Session G50: Quantum Characterization, Verification, and Validation II
11:30 AM–2:18 PM,
Tuesday, March 5, 2024
Room: 200H
Sponsoring
Unit:
DQI
Chair: Nathan Miller, Georgia Institute of Technology
Abstract: G50.00006 : Attention to complexity I: witnessing the entanglement phase transition with attention-based neural networks*
12:30 PM–12:42 PM
Presenter:
Yiqing Zhou
(Cornell University)
Authors:
Yiqing Zhou
(Cornell University)
Hyejin Kim
(Cornell University)
Yichen Xu
(Cornell University)
Chao Wan
(Cornell University)
Jin Zhou
(Cornell University)
Amir H Karamlou
(Massachusetts Institute of Technology MI)
William D Oliver
(Massachusetts Institute of Technology MI)
Kilian Q Weinberger
(Cornell University)
Eun-Ah Kim
(Cornell University)
*This work was funded in part by the U.S. Department of Energy, Office of Science, National Quantum Information Science Research Centers, Quantum System Accelerator (QSA); in part by the Defense Advanced Research Projects Agency under the Quantum Benchmarking contract; in part by U.S. Army Research Office Grant W911NF-18-1-0411; and by the Department of Energy and Under Secretary of Defense for Research and Engineering under Air Force Contract No. FA8702-15-D-0001. This work was supported in part by a New Frontier Grant from Cornell University's College of Arts and Sciences. The computation was carried out on the cluster supported by the Gordon and Betty Moore Foundation's EPiQS Initiative, Grant GBMF10436.
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