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A finite volume scheme for a conservative hydrodynamic limit of the Kac-Blume-Capel model: Convergence, parameter stability and simulation
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013).ORCID iD: 0000-0002-9185-4209
2026 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

Morphology formation in thin films produced from a ternary solution is crucial for the performance of organic solar cells. Both the separation of excitons into free charges as well as the charge transport that follows depend on the shape and connectivity of the distinct polymer regions (the morphology).In this thesis, we study morphology formation from two different perspectives:A lattice-based Blume-Capel model with Kawasaki dynamics, and then a continuum system of coupled parabolic equations with nonlinear and nonlocal drift. The objective of this licentiate thesis is to represent morphology formation in three space dimensions using these two models. We relate our work to previous two-dimensional results for different parameter regimes. At the technical level, we construct a semi-discrete finite volume scheme to approximate the weak solution of our continuum model and implement it in Julia. We prove a convergence result of our semi-discrete scheme as well as a stability result of the weak solution with respect to temperature variations - a key parameter in the model. Looking at both the lattice model and the continuum parabolic system, we quantify and compare growth rates of the formed domains. Finally, we perform numerical experiments confirming convergence of our scheme and the effect of parameters on the obtained solution. These results provide a solid foundation for future extensions, including the evaporation of a mixture component. 

Place, publisher, year, edition, pages
Karlstad: Karlstads universitet, 2026. , p. 18
Series
Karlstad University Studies, ISSN 1403-8099 ; 2026:21
Keywords [en]
morphology formation, ternary mixture, domain growth, nonlinear parabolic system, nonlocal drift, weak solution, finite volume approximation, Blume-Capel model, Kawasaki dynamics
National Category
Computational Mathematics
Research subject
Mathematics
Identifiers
URN: urn:nbn:se:kau:diva-109263DOI: 10.59217/aqna3840ISBN: 978-91-7867-690-3 (print)ISBN: 978-91-7867-691-0 (electronic)OAI: oai:DiVA.org:kau-109263DiVA, id: diva2:2045331
Presentation
2026-05-08, Fryxellsalen, 1B306, Karlstads Universitet, Karlstad, 10:00 (English)
Opponent
Supervisors
Funder
Swedish Energy Agency, 52693-1Available from: 2026-05-06 Created: 2026-03-12 Last updated: 2026-05-08Bibliographically approved
List of papers
1. 3D morphology formation in a mixture of three differently averse components
Open this publication in new window or tab >>3D morphology formation in a mixture of three differently averse components
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2025 (English)In: Modelling and Simulation in Materials Science and Engineering, ISSN 0965-0393, E-ISSN 1361-651X, Vol. 33, no 5, article id 055014Article in journal (Refereed) Published
Abstract [en]

Film formation from solvent evaporation in polymer ternary solutions is relevant for several technological applications, such as the fabrication of organic solar cells. The performance of the final device will strongly depend on the internal morphology of the obtained film, which, in turn, is affected by the processing conditions. We are interested in modeling morphology formation in 3D for ternary mixtures using both a lattice model and its continuous counterpart in the absence of evaporation. In our previous works, we found that, in 2D, both models predict the existence of two distinct regimes: (i) a low-solvent regime, characterized by two interpenetrated domains of the two polymers, and (ii) a high-solvent regime, where isolated polymer domains are dispersed in the solvent background. In the significantly more intriguing 3D case, we observe a comparable scenario both for the discrete and the continuous model. The lattice model reveals its ability to describe morphology formation even in the high solvent content 3D case, in which the three-dimensional nature of space could have prevented cluster formation. To realize the simulations we have written specific codes using the languages C and julia. The codes closely follows the algorithmic dynamics governing the lattice and the continuum model.

Place, publisher, year, edition, pages
Institute of Physics Publishing (IOPP), 2025
Keywords
phase separation, ternary mixture, morphology formation in 3D, Blume–Capel model, coupled non-local parabolic system, Monte Carlo method, finite volume approximations
National Category
Physical Sciences
Research subject
Mathematics; Physics
Identifiers
urn:nbn:se:kau:diva-105315 (URN)10.1088/1361-651x/ade4e6 (DOI)001514509900001 ()2-s2.0-105009138858 (Scopus ID)
Funder
Swedish Energy Agency, 52693-1
Available from: 2025-06-17 Created: 2025-06-17 Last updated: 2026-03-12Bibliographically approved
2. Semi-discrete finite volume approximations of coupled evolution equations for ternary mixtures: Convergence and 3d morphological studies
Open this publication in new window or tab >>Semi-discrete finite volume approximations of coupled evolution equations for ternary mixtures: Convergence and 3d morphological studies
2026 (English)In: Discrete and Continuous Dynamical Systems. Series S, ISSN 1937-1632, E-ISSN 1937-1179, Vol. 24, p. 97-119Article in journal (Refereed) Published
Abstract [en]

Motivated by questions related to morphology formation in 3D involving interacting ternary mixtures, we propose a finite volume scheme to approximate numerically the unique weak solution to a coupled system of parab olic equations with nonlinear and nonlocal drift. The special feature of our system is that the coupling takes place precisely via the structure of the drift terms. We prove the convergence of the scheme towards the unique solution of the target evolution system and explore as well the stability of the solution with respect to selected parameters. We illustrate numerically in 3D the appearance of the wanted morphologies and compute as well the empirical order of convergence of the numerical approximations towards their limit.

Place, publisher, year, edition, pages
American Institute of Mathematical Sciences, 2026
Keywords
Nonlinear parabolic system, nonlocal drift-transport equations, weak solutions, finite volume approximation, ternary mixture, morphology formation
National Category
Computational Mathematics
Research subject
Mathematics
Identifiers
urn:nbn:se:kau:diva-107705 (URN)10.3934/dcdss.2025165 (DOI)001615505000001 ()
Funder
Swedish Energy Agency, 52693-1Swedish Research Council, 2022-06725; 2024-05606
Available from: 2025-12-01 Created: 2025-12-01 Last updated: 2026-05-20Bibliographically approved

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