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Modeling and Numerical Simulation of Low Dimensional Quantum Systems

Modeling and Numerical Simulation of Low Dimensional Quantum Systems

Norbert J. Mauser (ORCID: 0000-0001-9262-8943)
  • Grant DOI 10.55776/I830
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start April 1, 2012
  • End December 31, 2015
  • Funding amount € 193,190
  • Project website

Disciplines

Computer Sciences (10%); Mathematics (70%); Physics, Astronomy (20%)

Keywords

    Schrödinger equations, Asymptotic Analysis, Quantum Semiconductors, Numerical methods, Bose Einstein Condensates, Computer Simulations

Abstract Final report

This project is dedicated to the mathematical modelling and numerical simulation of stationary and time dependent NonLinear Schrödinger equations (NLS) for quantum mechanical systems that are confined in one or more space dimensions. Such systems, like the 2DEG (2 dimensional electron gas) or 1DBEC (one dimensional Bose Einstein Condensates) are interesting both from the theoretical point of view and for applications like quantum semi- conductors or atom-chips. A recent exciting application is graphene, a two dimensional state of carbon with very interesting properties. The first experimental realization has recently been awarded the Nobel prize. This project is one of the first systematic mathematical approaches to graphene. The dimension reduction can result from a (e.g. spherical) symmetry or a translational invariance in one or two space dimensions or from a confinement of the quantum particles in one, two ("quantum wires") or even 3 space dimensions ("quantum dots"). The confinement can be described by adding in the Hamilton operator a confining potential with a small parameter, e.g. an anisotropic harmonic oscillator potential or homogeneous Dirichlet boundary conditions in some direction(s). The small parameter limit then yields the correct asymptotic model. Despite their widespread use, the mathematical derivation of Schrödinger equations describing such confined systems has been started only recently, with important contributions from the participants of this project. We bring together French and Austrian applied mathematicians working both on the rigorous justification and mathematical analysis of such low dimensional models and their numerical methods and simulations. We add some of the top Austrian physicists grouped by the WPI who indeed use such NLS models and simulations for state of the art experiments with such fermionic and bosonic systems. No experiments are funded by this project, we aim at recalibrating modelling and numerical methods in direct dialogue and comparison of experiment and computer simulation. The funding of this project will mainly finance Postdocs (2 x 2 years) and PhD student(s) (2 x 1.5 years) as well as "travel money" (research visits, visiting experts). The project coordinator and the WPI have an excellent experience in leading international interdisciplinary projects on PDEs with application in physics, like the large European network HYKE or the Marie Curie training multi-site DEASE. The WPI has very strong scientific links with France, it even carries an UMI of the CNRS in Vienna, the "Institut CNRS Pauli". The IRMAR is one of the larger French mathematics institutes, with a strong applied math section well experienced in grants like ANR projects. The more senior French participants, including the French coordinator, have been participating in the WPI coordinated projects like HYKE, the scientific collaboration is also documented by joint French-Austrian publications and PhD theses in co-tutelle and post-doctoral training which are one of the deliveries of this project. Also, this project will develop novel simulation tools, e.g. a "programme package" for the numerical simulation of general NLS in 1-, 2- and 3-d for the general use in the community. Such simulation tools are very valuable both for experiments in fundamental research in quantum physics (e.g. using BECs of ultracold atoms) and for the development of quantum electronic devices (e.g. resonant tunnelling diodes) - the computer simulation can also significantly reduce the cost for the build-up of the experimental apparatus or for building prototypes. The programme packages will be adapted to modern "super computers" (parallel machines), but it should be noted that only half of the progress in computer simulation stems from better computers and half comes from better modelling and better numerical algorithms. To pay a few additional young applied mathematicians is far more cost effective than to buy the most super computer.

The LODIQUAS project was dedicated to the mathematical modelling, analysis and numerical simulation of stationary and time dependent NonLinear Schrödinger equations (NLS) for quantum mechanical systems that are confined in one or more space dimensions. Such systems, like the 2DEG (2 dimensional electron gas) or 1DBEC (one dimensional Bose Einstein Condensates) are interesting both from the theoretical, mathematical point of view and for applications in quantum technology like quantum semi-conductors or atom-chips. The dimension reduction results from models where we have a (e.g. spherical) symmetry or a translational invariance in one or two space dimensions or from models where the quantum particles are confined in one or two (quantum wires) dimensions, described by a confining potential with a small parameter, e.g. a harmonic oscillator potential. The small parameter limit then yields the correct asymptotic model. French and Austrian applied mathematicians in Rennes, Paris and Vienna, Innsbruck worked together both on the rigorous justification and mathematical analysis of such low dimensional models and on numerical methods and simulations for fermionic and bosonic systems. The project yielded 31 publications in refereed journals, with 11 joint papers of the French and the Austrian partner. Among the key results we mention a joint paper in SIAM J. Appl. Math where the dimension reduction for the 3-d Schrödinger equation with Coulomb interaction is systematically done for two 2-d models and a 1-d model, with numerical simulations showing the difference of the 2-d model with translational invariance which gives the 2-d Poisson equation and the 2-d model with confinement which gives the square root Laplacian model of convolution with 1/x. In another joint work the Stroboscopic Averaging Method (SAM) was developed as a tool to solve the NLS in the highly oscillatory, i.e. semi-classical regime. Another joint work deals with the resolution of the highly oscillatory Schrödinger type equation by the multi-revolution composition for time splitting schemes. Also, in joint work new improved error estimates for time splitting methods for semi-classical Schrödinger equations were obtained. Among the numerical methods developed in the project we mention several joint papers on Non-uniform FFT (NUFFT) methods for numerics of low-dimensional NLS-type equations, in particular for Schrödinger-Poisson, nonlocal Gross-Pitaevskii equations, Davey-Stewartson and the case of systems with vector-valued potential and for a dipolar BEC models. The NUFFT was also combined with a Gaussian sum approximation for nonlocal potentials, thus increasing once more the accuracy/efficiency of the method. The project budget mainly (co-)funded 2 Postdocs and a PhD thesis in co-tutelle between Univ.Rennes and Univ. Wien and to (co-)fund 3 large project meetings and 4 workshops.

Research institution(s)
  • Wolfgang Pauli Institut - 100%
International project participants
  • Francois Castella, Université de Rennes I - France

Research Output

  • 523 Citations
  • 28 Publications
Publications
  • 2016
    Title Accurate and Efficient Numerical Methods for Computing Ground States and Dynamics of Dipolar Bose-Einstein Condensates via the Nonuniform FFT
    DOI 10.4208/cicp.scpde14.37s
    Type Journal Article
    Author Bao W
    Journal Communications in Computational Physics
    Pages 1141-1166
    Link Publication
  • 2016
    Title An efficient implementation of fourth-order compact finite difference scheme for Poisson equation with Dirichlet boundary conditions
    DOI 10.1016/j.camwa.2016.02.022
    Type Journal Article
    Author Wang H
    Journal Computers & Mathematics with Applications
    Pages 1843-1860
  • 2013
    Title Numerical study of shock formation in the dispersionless Kadomtsev–Petviashvili equation and dispersive regularizations
    DOI 10.1016/j.physd.2013.09.005
    Type Journal Article
    Author Klein C
    Journal Physica D: Nonlinear Phenomena
    Pages 1-25
    Link Publication
  • 2013
    Title Quantum and thermal fluctuations in bosonic Josephson junctions
    DOI 10.48550/arxiv.1307.4595
    Type Preprint
    Author Julia-Diaz B
  • 2013
    Title Numerical study of shock formation in the dispersionless Kadomtsev-Petviashvili equation and dispersive regularizations
    DOI 10.48550/arxiv.1304.6513
    Type Preprint
    Author Klein C
  • 2014
    Title Numerical study of the semiclassical limit of the Davey–Stewartson II equations
    DOI 10.1088/0951-7715/27/9/2177
    Type Journal Article
    Author Klein C
    Journal Nonlinearity
    Pages 2177-2214
    Link Publication
  • 2014
    Title Exact Artificial Boundary Condition for the Poisson Equation in the Simulation of the 2D Schrödinger-Poisson System
    DOI 10.4208/cicp.110813.140314a
    Type Journal Article
    Author Mauser N
    Journal Communications in Computational Physics
    Pages 764-780
  • 2014
    Title On the non-equivalence of perfectly matched layers and exterior complex scaling
    DOI 10.1016/j.jcp.2014.03.007
    Type Journal Article
    Author Scrinzi A
    Journal Journal of Computational Physics
    Pages 98-107
    Link Publication
  • 2014
    Title FFT-based Kronecker product approximation to micromagnetic long-range interactions
    DOI 10.1142/s0218202514500109
    Type Journal Article
    Author Abert C
    Journal Mathematical Models and Methods in Applied Sciences
  • 2016
    Title Improved error estimates for splitting methods applied to highly-oscillatory nonlinear Schrödinger equations
    DOI 10.1090/mcom/3088
    Type Journal Article
    Author Chartier P
    Journal Mathematics of Computation
    Pages 2863-2885
    Link Publication
  • 2015
    Title Computing the ground state and dynamics of the nonlinear Schrödinger equation with nonlocal interactions via the nonuniform FFT
    DOI 10.1016/j.jcp.2015.04.045
    Type Journal Article
    Author Bao W
    Journal Journal of Computational Physics
    Pages 72-89
    Link Publication
  • 2015
    Title Fractional quantum mechanics in polariton condensates with velocity-dependent mass
    DOI 10.1103/physrevb.92.195310
    Type Journal Article
    Author Pinsker F
    Journal Physical Review B
    Pages 195310
    Link Publication
  • 2017
    Title A novel nonlocal potential solver based on nonuniform FFT for efficient simulation of the Davey-Stewartson equations
    DOI 10.1051/m2an/2016071
    Type Journal Article
    Author Mauser N
    Journal ESAIM: Mathematical Modelling and Numerical Analysis
    Pages 1527-1538
    Link Publication
  • 2015
    Title Mean field propagation of infinite dimensional Wigner measures with a singular two-body interaction potential.
    Type Journal Article
    Author Ammari Z
  • 2014
    Title A novel nonlocal potential solver based on nonuniform FFT for efficient simulation of the Davey-Stewartson equations
    DOI 10.48550/arxiv.1409.2014
    Type Preprint
    Author Mauser N
  • 2014
    Title Mean field limit for bosons with compact kernels interactions by Wigner measures transportation
    DOI 10.1063/1.4895467
    Type Journal Article
    Author Liard Q
    Journal Journal of Mathematical Physics
    Pages 092304
    Link Publication
  • 2014
    Title Correlation in fermion or boson systems as the minimum of entropy relative to all free states
    DOI 10.48550/arxiv.1403.7640
    Type Preprint
    Author Gottlieb A
  • 2014
    Title Numerical study of the transverse stability of NLS soliton solutions in several classes of NLS type equations
    DOI 10.48550/arxiv.1401.5349
    Type Preprint
    Author Roidot K
  • 2014
    Title Numerical Study of the semiclassical limit of the Davey-Stewartson II equations
    DOI 10.48550/arxiv.1401.4745
    Type Preprint
    Author Klein C
  • 2014
    Title LaBonte's method revisited: An effective steepest descent method for micromagnetic energy minimization
    DOI 10.1063/1.4862839
    Type Journal Article
    Author Exl L
    Journal Journal of Applied Physics
    Link Publication
  • 2014
    Title Highly nonlocal optical nonlinearities in atoms trapped near a waveguide
    DOI 10.48550/arxiv.1412.8331
    Type Preprint
    Author Shahmoon E
  • 2015
    Title Mean field propagation of infinite dimensional Wigner measures with a singular two-body interaction potential
    DOI 10.2422/2036-2145.201112_004
    Type Journal Article
    Author Ammari Z
    Journal ANNALI SCUOLA NORMALE SUPERIORE - CLASSE DI SCIENZE
    Pages 155-220
    Link Publication
  • 2013
    Title Dimension Reduction of the Schrödinger Equation with Coulomb and Anisotropic Confining Potentials
    DOI 10.1137/13091436x
    Type Journal Article
    Author Bao W
    Journal SIAM Journal on Applied Mathematics
    Pages 2100-2123
  • 2013
    Title Quantum and thermal fluctuations in bosonic Josephson junctions
    DOI 10.1103/physreva.88.033601
    Type Journal Article
    Author Juliá-Díaz B
    Journal Physical Review A
    Pages 033601
    Link Publication
  • 2013
    Title On the non-equivalence of perfectly matched layers and exterior complex scaling
    DOI 10.48550/arxiv.1306.6853
    Type Preprint
    Author Scrinzi A
  • 2016
    Title Concise configuration interaction expansions for three fermions in six orbitals
    DOI 10.48550/arxiv.1602.00578
    Type Preprint
    Author Gottlieb A
  • 2016
    Title Highly nonlocal optical nonlinearities in atoms trapped near a waveguide
    DOI 10.1364/optica.3.000725
    Type Journal Article
    Author Shahmoon E
    Journal Optica
    Pages 725
    Link Publication
  • 2016
    Title Solving highly-oscillatory NLS with SAM: Numerical efficiency and long-time behavior
    DOI 10.3934/dcdss.2016053
    Type Journal Article
    Author Chartier P
    Journal Discrete and Continuous Dynamical Systems - S
    Pages 1327-1349
    Link Publication

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