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Quantum dissipative dynamics in the Bose polaron problem and beyond

Research Project

Project/Area Number 20K14417
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 13030:Magnetism, superconductivity and strongly correlated systems-related
Research InstitutionOkinawa Institute of Science and Technology Graduate University

Principal Investigator

POLOGOMEZ Juan  沖縄科学技術大学院大学, 量子システム研究ユニット, 研究員 (90867962)

Project Period (FY) 2020-04-01 – 2022-03-31
Project Status Granted (Fiscal Year 2020)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2021: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2020: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
KeywordsBose gases / Impurities / BEC / Vortices / Machine Learning / Quantum dissipation / Ultracold atoms / Polarons
Outline of Research at the Start

Understanding and controlling dissipation in closed quantum systems will be paramount for the success of future quantum devices. Although quantum mechanics does not intrinsically include dissipation, it can appear as a dynamical response of a subsystem coupled to its effective environment. In this study I will focus on the seminal Bose polaron problem in the experimentally relevant system of an impurity coupled to an ultracold Bose gas. The main objective is to quantitatively describe the relationship between the impurity’s dissipative motion and the underlying excitations of the Bose gas.

Outline of Annual Research Achievements

The main goal of this scientific project is to study the response of an impurity embedded in a Bose gas in which multiple excitations exist.
The initial part of the research project focused on investigating different excitation appearing in Bose-Einstein condensates in one and two dimensions.
In the one-dimensional case, I have studied low-energy excitations in the form of shock waves using multiple theoretical and numerical approaches. In addition, I have also investigated dissipative motion of impurities in spin-orbit coupled Bose-Einstein condensates (BECs). These present exotic low-energy excitations in their stripe phase of matter.
In the two-dimensional case, I have studied vortices - which are excitations appearing in rotating BECs. For these studies, I used mean field approaches as well as new techniques based on Machine Learning alorithms. In the Machine Learning study, I investigated the detection of such vortex excitations in the presence of low-energy phonons.
These achievements have lead to four successful publications in international journals. The published material is mostly related to excitations in Bose gases, while the study on impurities is still in its writing stage and will be ready for submission within one or two months from the submission date of this report.

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

The initial work plan for the first year included - for the first six months - the development of the numerical codes needed to perform the main research project. The numerical codes have been developed and allow for the study of single and multiple impurities in BECs as well as the study of the bulk excitations. An extension of the codes has also been developed for studying spin-orbit coupled BECs. These type of system was included in the original project plan as an interesting system for studying the dissipative motion of impurities.
The next steps of the project, including the study of the the response of an impurity to particular excitations as well as its dissipative motion have also been executed. In particular, the work done was focused on the dissipative motion of impurities in a lattice formed by the stripe phase of a spin-orbit coupled BEC. This work is now in its writing stage, having been otherwise finalized, and will be ready for submission soon, within one or two months from now.
In addition, a follow-up project with multiple impurities is being initiated, with the purpose of continuing the study of spin-orbit coupled BECs.
Other tightly-related projects have been developed, all based on the study of excitation in BECs. In one dimension, I investigated shock waves and their universal features for different interatomic interactions within the Bose gas. In two dimensions, I have worked on vortices, both in their ground state as well as when other low-energy excitations are present in the system. The studies were successfully published in international journals.

Strategy for Future Research Activity

The results of this project will be presented in international conferences (when the present context will allow for attending such events) and can lead to future projects related to dissipative motion of impurities in BECs. There are no major changes to the work plan. In the future I plan to continue the research of dissipative motion considering the particular excitations of the underlying bulk system. I might include new techniques based on machine learning as I have already gained some experience while investigating vortex excitations and their dynamics in the presence of phononic excitations.

Report

(1 results)
  • 2020 Research-status Report
  • Research Products

    (4 results)

All 2021 2020

All Journal Article (4 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 4 results,  Open Access: 3 results)

  • [Journal Article] Universal shock-wave propagation in one-dimensional Bose fluids2021

    • Author(s)
      Romain Dubessy, Juan Polo, Helene Perrin, Anna Minguzzi, and Maxim Olshanii
    • Journal Title

      Physical Review Research

      Volume: 3 Issue: 1 Pages: 013098-013098

    • DOI

      10.1103/physrevresearch.3.013098

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Deep learning based quantum vortex detection in atomic Bose-Einstein condensates2021

    • Author(s)
      Friederike Metz, Juan Polo, Natalya Weber and Thomas Busch
    • Journal Title

      Machine Learning: Science and Technology

      Volume: - Issue: 3 Pages: 035019-035019

    • DOI

      10.1088/2632-2153/abea6a

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Symmetry breaking in binary Bose-Einstein condensates in the presence of an inhomogeneous artificial gauge field2020

    • Author(s)
      S. Sahar S. Hejazi, Juan Polo, Rashi Sachdeva, and Thomas Busch
    • Journal Title

      Physical Review A

      Volume: 102 Issue: 5 Pages: 053309-053309

    • DOI

      10.1103/physreva.102.053309

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Current production in ring condensates with a weak link2020

    • Author(s)
      Axel Perez-Obiol, Juan Polo, and Taksu Cheon
    • Journal Title

      Physical Review A

      Volume: 102 Issue: 6 Pages: 063302-063302

    • DOI

      10.1103/physreva.102.063302

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research

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Published: 2020-04-28   Modified: 2021-12-27  

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