Adaptive Splitting for Nonlinear Schrödinger Equations
Adaptive Splitting for Nonlinear Schrödinger Equations
Disciplines
Mathematics (100%)
Keywords
-
Nonlinear Schrödinger equations,
Method of lines,
Splitting methods,
Adaptivity
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.
- Gustaf Söderlind, Lund University - Sweden
Research Output
- 192 Citations
- 20 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