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Adaptive Splitting for Nonlinear Schrödinger Equations

Adaptive Splitting for Nonlinear Schrödinger Equations

Winfried Auzinger (ORCID: 0000-0002-9631-2601)
  • Grant DOI 10.55776/P24157
  • Funding program Principal Investigator Projects
  • Status ended
  • Start December 1, 2011
  • End December 31, 2015
  • Funding amount € 128,835
  • Project website

Disciplines

Mathematics (100%)

Keywords

    Nonlinear Schrödinger equations, Method of lines, Splitting methods, Adaptivity

Abstract Final report

The project aim is to investigate the numerical solution of nonlinear Schrödinger equations. For the full discretization of initial value problems for these evolution equations we analyse the method of lines approach, which is suitable for problems where theoretical insight suggests a suitable space discretization and mesh. In this approach the evolutionary PDE is reduced to a (generally large) system of initial value problems for ordinary differential equations. For the resulting problems, splitting methods of high order will be investigated with respect to the structure of the local error and implications for the adaptive choice of time steps. Furthermore, new a priori and a posteriori error estimates based on the defect correction principle are put forward for the approximation of the matrix exponential function by splitting methods. This task occurs as a subproblem in the time integration of evolution equations in the context of the method of lines. A realization of this approach for nonlinear evolution equations will represent a nontrivial extension. Application of the project results to nonlinear single-particle Schrödinger equations associated with model reductions of the high-dimensional linear multi-particle Schrödinger equation like time-dependent density functional theory or the multi-configuration time-dependent Hartree-Fock method shall put the project results in an application-oriented context.

The project was devoted to the numerical solution of nonlinear time-dependent Schrödinger equations. These are a type of partial differential equations describing quantum-mechanical systems. Numerical integration on a digital computer is based on discretization in space and time leading to a finite-dimensional system. For the integration of the resulting discrete systems, highly accurate splitting approximations were investigated. This approach is based on a division of the problem at hand into two sub-problems which can be efficiently integrated using standard techniques. In detail, the following results were obtained: Design and analysis of splitting methods of higher order (the order of a method is a measure for its local accuracy), design and analysis of computable approximations for the local error of such methods, enabling a precise control of time steps, an extension to more generally applicable splitting techniques, where the full problem is separated into more than two subproblems, analysis, implementation and testing of methods for different types of Schrödinger equations.

International project participants
  • Gustaf Söderlind, Lund University - Sweden

Research Output

  • 192 Citations
  • 20 Publications
Publications
  • 2019
    Title Practical splitting methods for the adaptive integration of nonlinear evolution equations. Part II: Comparisons of local error estimation and step-selection strategies for nonlinear Schrödinger and wave equations
    DOI 10.1016/j.cpc.2018.08.003
    Type Journal Article
    Author Auzinger W
    Journal Computer Physics Communications
    Pages 55-71
  • 2014
    Title Defect-based local error estimators for splitting methods, with application to Schrödinger equations, Part II. Higher-order methods for linear problems
    DOI 10.1016/j.cam.2013.04.043
    Type Journal Article
    Author Auzinger W
    Journal Journal of Computational and Applied Mathematics
    Pages 384-403
    Link Publication
  • 2014
    Title Defect-based local error estimators for high-order splitting methods involving three linear operators
    DOI 10.1007/s11075-014-9935-8
    Type Journal Article
    Author Auzinger W
    Journal Numerical Algorithms
    Pages 61-91
  • 2017
    Title Convergence of a Strang splitting finite element discretization for the Schrödinger–Poisson equation*
    DOI 10.1051/m2an/2016059
    Type Journal Article
    Author Auzinger W
    Journal ESAIM: Mathematical Modelling and Numerical Analysis
    Pages 1245-1278
    Link Publication
  • 2012
    Title Defect-based local error estimators for splitting methods, with application to Schrödinger equations, Part I: The linear case
    DOI 10.1016/j.cam.2012.01.001
    Type Journal Article
    Author Auzinger W
    Journal Journal of Computational and Applied Mathematics
    Pages 2643-2659
    Link Publication
  • 0
    Title Convergence of a Strang splitting nite element discretization for the Schrodinger-Poisson equation.
    Type Other
    Author Auzinger W
  • 2016
    Title Practical splitting methods for the adaptive integration of nonlinear evolution equations. Part I: Construction of optimized schemes and pairs of schemes
    DOI 10.1007/s10543-016-0626-9
    Type Journal Article
    Author Auzinger W
    Journal BIT Numerical Mathematics
    Pages 55-74
    Link Publication
  • 2016
    Title Symbolic Manipulation of Flows of Nonlinear Evolution Equations, with Application in the Analysis of Split-Step Time Integrators
    DOI 10.1007/978-3-319-45641-6_4
    Type Book Chapter
    Author Auzinger W
    Publisher Springer Nature
    Pages 43-57
  • 2016
    Title Adaptive high-order splitting methods for systems of nonlinear evolution equations with periodic boundary conditions
    DOI 10.1007/s11075-016-0206-8
    Type Journal Article
    Author Auzinger W
    Journal Numerical Algorithms
    Pages 261-283
    Link Publication
  • 2016
    Title Setup of Order Conditions for Splitting Methods
    DOI 10.1007/978-3-319-45641-6_3
    Type Book Chapter
    Author Auzinger W
    Publisher Springer Nature
    Pages 30-42
  • 2012
    Title A rapid method for the differentiation of yeast cells grown under carbon and nitrogen-limited conditions by means of partial least squares discriminant analysis employing infrared micro-spectroscopic data of entire yeast cells
    DOI 10.1016/j.talanta.2012.06.036
    Type Journal Article
    Author Kuligowski J
    Journal Talanta
    Pages 566-573
    Link Publication
  • 2015
    Title Adaptive splitting methods for nonlinear Schrödinger equations in the semiclassical regime
    DOI 10.1007/s11075-015-0032-4
    Type Journal Article
    Author Auzinger W
    Journal Numerical Algorithms
    Pages 1-35
    Link Publication
  • 2016
    Title Practical splitting methods for the adaptive integration of nonlinear evolution equations. Part I: Construction of optimized schemes and pairs of schemes
    DOI 10.48550/arxiv.1604.01179
    Type Preprint
    Author Auzinger W
  • 2016
    Title Adaptive high-order splitting methods for systems of nonlinear evolution equations with periodic boundary conditions
    DOI 10.48550/arxiv.1604.01201
    Type Preprint
    Author Auzinger W
  • 2016
    Title Adaptive splitting methods for nonlinear Schrödinger equations in the semiclassical regime
    DOI 10.48550/arxiv.1605.00429
    Type Preprint
    Author Auzinger W
  • 2016
    Title Convergence of a Strang splitting finite element discretization for the Schrödinger-Poisson equation
    DOI 10.48550/arxiv.1605.00437
    Type Preprint
    Author Auzinger W
  • 2016
    Title Setup of Order Conditions for Splitting Methods
    DOI 10.48550/arxiv.1605.00445
    Type Preprint
    Author Auzinger W
  • 2016
    Title Symbolic Manipulation of Flows of Nonlinear Evolution Equations, with Application in the Analysis of Split-Step Time Integrators
    DOI 10.48550/arxiv.1605.00453
    Type Preprint
    Author Auzinger W
  • 2015
    Title Defect-based local error estimators for splitting methods, with application to Schrödinger equations, Part III: The nonlinear case
    DOI 10.1016/j.cam.2014.06.012
    Type Journal Article
    Author Auzinger W
    Journal Journal of Computational and Applied Mathematics
    Pages 182-204
    Link Publication
  • 2013
    Title Convergence analysis of high-order time-splitting pseudo-spectral methods for rotational Gross–Pitaevskii equations
    DOI 10.1007/s00211-013-0586-9
    Type Journal Article
    Author Hofstätter H
    Journal Numerische Mathematik
    Pages 315-364

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