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Numerical methods for quantum molecular dynamics
Uppsala universitet, Teknisk-naturvetenskapliga vetenskapsområdet, Matematisk-datavetenskapliga sektionen, Institutionen för informationsteknologi, Avdelningen för teknisk databehandling. Uppsala universitet, Teknisk-naturvetenskapliga vetenskapsområdet, Matematisk-datavetenskapliga sektionen, Institutionen för informationsteknologi, Tillämpad beräkningsvetenskap.
2009 (Engelska)Licentiatavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

The time-dependent Schrödinger equation models the quantum nature of molecular processes. Numerical simulations of these models help in understanding and predicting the outcome of chemical reactions.

In this thesis, several numerical algorithms for evolving the Schrödinger equation with an explicitly time-dependent Hamiltonian are studied and their performance is compared for the example of a pump-probe and an interference experiment for the rubidium diatom. For the important application of interaction dynamics between a molecule and a time-dependent field, an efficient fourth order Magnus-Lanczos propagator is derived. Error growth in the equation is analyzed by means of a posteriori error estimation theory and the self-adjointness of the Hamiltonian is exploited to yield a low-cost global error estimate for numerical time evolution. Based on this theory, an h,p-adaptive Magnus-Lanczos propagator is developed that is capable to control the global error. Numerical experiments for various model systems (including a three dimensional model and a dissociative configuration) show that the error estimate is effective and the number of time steps needed to meet a certain accuracy is reduced due to adaptivity.

Moreover, the thesis proposes an efficient numerical optimization framework for the design of femtosecond laser pulses with the aim of manipulating chemical reactions. This task can be formulated as an optimal control problem with the electric field of the laser being the control variable. In the algorithm described here, the electric field is Fourier transformed and it is optimized over the Fourier coefficients. Then, the frequency band is narrowed which facilitates the application of a quasi-Newton method. Furthermore, the restrictions on the frequency band make sure that the optimized pulse can be realized by the experimental equipment. A numerical comparison shows that the new method can outperform the Krotov method, which is a standard scheme in this field.

Ort, förlag, år, upplaga, sidor
Uppsala University, 2009.
Serie
IT licentiate theses / Uppsala University, Department of Information Technology, ISSN 1404-5117 ; 2009-004
Nationell ämneskategori
Beräkningsmatematik
Forskningsämne
Beräkningsvetenskap med inriktning mot numerisk analys
Identifikatorer
URN: urn:nbn:se:uu:diva-108366OAI: oai:DiVA.org:uu-108366DiVA, id: diva2:235580
Handledare
Tillgänglig från: 2009-10-09 Skapad: 2009-09-16 Senast uppdaterad: 2017-08-31Bibliografiskt granskad
Delarbeten
1. Accurate time propagation for the Schrödinger equation with an explicitly time-dependent Hamiltonian
Öppna denna publikation i ny flik eller fönster >>Accurate time propagation for the Schrödinger equation with an explicitly time-dependent Hamiltonian
2008 (Engelska)Ingår i: Journal of Chemical Physics, ISSN 0021-9606, E-ISSN 1089-7690, Vol. 128, s. 184101:1-11Artikel i tidskrift (Refereegranskat) Published
Nationell ämneskategori
Beräkningsmatematik Datavetenskap (datalogi)
Identifikatorer
urn:nbn:se:uu:diva-16180 (URN)10.1063/1.2916581 (DOI)000255983500008 ()
Tillgänglig från: 2008-05-10 Skapad: 2008-05-10 Senast uppdaterad: 2018-01-12Bibliografiskt granskad
2. Global error control of the time-propagation for the Schrödinger equation with a time-dependent Hamiltonian
Öppna denna publikation i ny flik eller fönster >>Global error control of the time-propagation for the Schrödinger equation with a time-dependent Hamiltonian
2009 (Engelska)Rapport (Övrigt vetenskapligt)
Abstract [en]

We use a posteriori error estimation theory to derive a relation between local and global error in the propagation for the time-dependent Schrödinger equation. Based on this result, we design a class of h,p-adaptive Magnus-Lanczos propagators capable of controlling the global error of the time-stepping scheme by only solving the equation once. We provide results for models of several different small molecules including bounded and dissociative states, illustrating the efficiency and wide applicability of the new methods.

Serie
Technical report / Department of Information Technology, Uppsala University, ISSN 1404-3203 ; 2009-021
Nationell ämneskategori
Beräkningsmatematik
Identifikatorer
urn:nbn:se:uu:diva-108364 (URN)
Tillgänglig från: 2009-09-16 Skapad: 2009-09-16 Senast uppdaterad: 2024-05-30Bibliografiskt granskad
3. A Fourier-coefficient based solution of an optimal control problem in quantum chemistry
Öppna denna publikation i ny flik eller fönster >>A Fourier-coefficient based solution of an optimal control problem in quantum chemistry
2009 (Engelska)Rapport (Övrigt vetenskapligt)
Abstract [en]

We consider an optimal control problem for the time-dependent Schrödinger equation modeling molecular dynamics. Given a molecule in its ground state, the interaction with a tuned laser pulse can result in an excitation to a state of interest. By these means, one can optimize the yield of chemical reactions. The problem of designing an optimal laser pulse can be posed as an optimal control problem. We reformulate the optimization problem by Fourier-transforming the electric field of the laser and narrow the frequency band. In this way, we reduce the dimensionality of the control variable. This allows for storing an approximate Hessian and, thereby, we can solve the optimization problem with a quasi-Newton method. Such an implementation provides superlinear convergence. We show computational results for a Raman-transition example and give numerical evidence that our algorithm can outperform the standard Krotov-like method which does not employ approximative second derivatives. end{abstract}

Serie
Technical report / Department of Information Technology, Uppsala University, ISSN 1404-3203 ; 2009-022
Nationell ämneskategori
Beräkningsmatematik Datavetenskap (datalogi)
Identifikatorer
urn:nbn:se:uu:diva-108365 (URN)
Tillgänglig från: 2009-09-16 Skapad: 2009-09-16 Senast uppdaterad: 2024-05-30Bibliografiskt granskad

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