Literature DB >> 30705190

Correlations in high-harmonic generation of matter-wave jets revealed by pattern recognition.

Lei Feng1, Jiazhong Hu1, Logan W Clark2, Cheng Chin2.   

Abstract

Correlations in interacting many-body systems are key to the study of quantum matter. The complexity of the correlations typically grows quickly as the system evolves and thus presents a challenge for experimental characterization and intuitive understanding. In a strongly driven Bose-Einstein condensate, we observe the high-harmonic generation of matter-wave jets with complex correlations as a result of bosonic stimulation. Based on a pattern recognition scheme, we identify a pattern of correlations that reveals the underlying secondary scattering processes and higher-order correlations. We show that pattern recognition offers a versatile strategy to visualize and analyze the quantum dynamics of a many-body system.
Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

Year:  2019        PMID: 30705190     DOI: 10.1126/science.aat5008

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  1 in total

1.  Heuristic machinery for thermodynamic studies of SU(N) fermions with neural networks.

Authors:  Entong Zhao; Jeongwon Lee; Chengdong He; Zejian Ren; Elnur Hajiyev; Junwei Liu; Gyu-Boong Jo
Journal:  Nat Commun       Date:  2021-03-31       Impact factor: 14.919

  1 in total

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