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Efficient numerical models for manybody physics of coldatoms

Efficient numerical models for manybody physics of coldatoms

Camille Leveque (ORCID: 0000-0002-7087-1798)
  • Grant DOI 10.55776/M2653
  • Funding program Lise Meitner
  • Status ended
  • Start January 1, 2019
  • End December 31, 2020
  • Funding amount € 169,260

Disciplines

Mathematics (45%); Physics, Astronomy (55%)

Keywords

    Restricted Active-Space, Bose-Einstein condensate, Many-Body Physics, Time-dependent Multiconfigurational methods, Nonlinear Schrödinger equation, Numerical models

Abstract

The goal of this project is to improve and develop numerical models for many-boson systems, beyond the mean-field approach of a single deterministic Gross-Pitaevskii equation in one dimension. These models aim to be more accurate than the mean-field approach but mainly aim to describe the dynamics of the quantum systems under typical experimental conditions with few hundreds to thousands of atoms with reasonable computation time. These models will be used to provide more precise simulations of dynamics of Bose-Einstein condensates (BEC) of ultra-cold atoms. Our goal is to provide simulations of the experiments that are carried out in the laboratory by the group of J. Schmiedmayer. Dynamic simulations represent a big challenge for efficient and accurate approximate mathematical models and their efficient implementation on appropriate computers. Here, we aim to combine restricted multiconfigurational Ansatz for many-body wave functions with restrictions also on the space dimensions. Restriction of the complexity of the wave function is a key point to allow numerical simulations of state-of-the-art cold-atoms experiments. Multiconfigurational methods are limited in their practical usefulness by the exponential growing of the configurational space and cannot be used for usual experimental conditions with hundreds to thousands of atoms. To avoid this limitation, we will consider restricted active spaces that constraint the number of configurations while large number of orbitals and/or atoms can be investigated. Restrictions on the space dimension will be based on the factorisation of the wave function in space. This is suggested by the strong anisotropy of the traps used in experiments. The tightly confined dimensions will be approximated by time-dependent parameterized analytical functions, while the loosely confined dimension will be discretized on a grid. Recent experiments are interested in dipolar-BEC, for which the interaction potential is singular. We will use a range separation into a singular short- and regular long-range potential to evaluate this complicated potential with high accuracy. The numerical efficiency of these models will be enhanced further by using algorithms compatible with graphic cards architecture to provide an efficient simulation toolbox. The developed methods will be directly applied to provide more precise simulations in collaboration with the experimentalists. The originality of this project relies on the restrictions on both the configurational space and the space dimension. This originates from discussions and the strong collaboration between the experimental physicists from Schmiedmayers laboratory and the applied mathematician and theoretical physicists, including the applicant, of Mausers group. Our goal is to provide a numerical framework that can efficiently provide trustable simulations of the on-going experiments.

Research institution(s)
  • Wolfgang Pauli Institut - 100%

Research Output

  • 249 Citations
  • 9 Publications
Publications
  • 2020
    Title Detecting One-Dimensional Dipolar Bosonic Crystal Orders via Full Distribution Functions
    DOI 10.1103/physrevlett.125.093602
    Type Journal Article
    Author Chatterjee B
    Journal Physical Review Letters
    Pages 093602
    Link Publication
  • 2021
    Title Crystallization, Fermionization, and Cavity-Induced Phase Transitions of Bose-Einstein Condensates
    DOI 10.1007/978-3-030-66792-4_5
    Type Book Chapter
    Author Lode A
    Publisher Springer Nature
    Pages 77-87
  • 2021
    Title MCTDH-X: The Multiconfigurational Time-Dependent Hartree Method for Indistinguishable Particles High-Performance Computation Project
    DOI 10.1007/978-3-030-80602-6_2
    Type Book Chapter
    Author Lode A
    Publisher Springer Nature
    Pages 21-45
  • 2019
    Title Fidelity and Entropy Production in Quench Dynamics of Interacting Bosons in an Optical Lattice
    DOI 10.3390/quantum1020028
    Type Journal Article
    Author Roy R
    Journal Quantum Reports
    Pages 304-316
    Link Publication
  • 2019
    Title Sorting Fermionization from Crystallization in Many-Boson Wavefunctions
    DOI 10.1038/s41598-019-53179-1
    Type Journal Article
    Author Bera S
    Journal Scientific Reports
    Pages 17873
    Link Publication
  • 2021
    Title Dynamics of Ultracold Bosons in Artificial Gauge Fields—Angular Momentum, Fragmentation, and the Variance of Entropy
    DOI 10.3390/e23040392
    Type Journal Article
    Author Lode A
    Journal Entropy
    Pages 392
    Link Publication
  • 2020
    Title MCTDH-X: The multiconfigurational time-dependent Hartree method for indistinguishable particles software
    DOI 10.1088/2058-9565/ab788b
    Type Journal Article
    Author Lin R
    Journal Quantum Science and Technology
    Pages 024004
    Link Publication
  • 2020
    Title Colloquium: Multiconfigurational time-dependent Hartree approaches for indistinguishable particles
    DOI 10.1103/revmodphys.92.011001
    Type Journal Article
    Author Lode A
    Journal Reviews of Modern Physics
    Pages 011001
    Link Publication
  • 2021
    Title Optimized observable readout from single-shot images of ultracold atoms via machine learning
    DOI 10.1103/physreva.104.l041301
    Type Journal Article
    Author Lode A
    Journal Physical Review A
    Link Publication

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