Search Results for author: Soonwon Choi

Found 4 papers, 3 papers with code

Emission of Spin-correlated Matter-wave Jets from Spinor Bose-Einstein Condensates

no code implementations15 Feb 2021 Kyungtae Kim, Junhyeok Hur, SeungJung Huh, Soonwon Choi, Jae-yoon Choi

We report the observation of matter-wave jet emission in a strongly ferromagnetic spinor Bose-Einstein condensate of $^7$Li atoms.

Quantum Gases Quantum Physics

Quantum Approximate Optimization Algorithm: Performance, Mechanism, and Implementation on Near-Term Devices

2 code implementations3 Dec 2018 Leo Zhou, Sheng-Tao Wang, Soonwon Choi, Hannes Pichler, Mikhail D. Lukin

We provide an in-depth study of the performance of QAOA on MaxCut problems by developing an efficient parameter-optimization procedure and revealing its ability to exploit non-adiabatic operations.

Quantum Physics Disordered Systems and Neural Networks Statistical Mechanics

Quantum Convolutional Neural Networks

4 code implementations9 Oct 2018 Iris Cong, Soonwon Choi, Mikhail D. Lukin

We introduce and analyze a novel quantum machine learning model motivated by convolutional neural networks (CNN).

Quantum Physics Strongly Correlated Electrons

Probing entanglement in a many-body-localized system

1 code implementation24 May 2018 Alexander Lukin, Matthew Rispoli, Robert Schittko, M. Eric Tai, Adam M. Kaufman, Soonwon Choi, Vedika Khemani, Julian Léonard, Markus Greiner

The key to our understanding of this phenomenon lies in the system's entanglement, which is experimentally challenging to measure.

Quantum Gases Disordered Systems and Neural Networks Statistical Mechanics Atomic Physics

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