Efficient numerical models for manybody physics of coldatoms
Efficient numerical models for manybody physics of coldatoms
Disciplines
Mathematics (45%); Physics, Astronomy (55%)
Keywords
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Restricted Active-Space,
Bose-Einstein condensate,
Many-Body Physics,
Time-dependent Multiconfigurational methods,
Nonlinear Schrödinger equation,
Numerical models
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.
- Wolfgang Pauli Institut - 100%
Research Output
- 249 Citations
- 9 Publications
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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