3D morphology formation in a mixture of three differently averse components

Abstract 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.

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Publication Details

Journal
Modelling and Simulation in Materials Science and Engineering
Published
2025-06-16
DOI
https://doi.org/10.1088/1361-651x/ade4e6
Citations
2
Primary Topic
Optics and Image Analysis
Type
article
Field-Weighted Citation Impact
4.57

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article

3D morphology formation in a mixture of three differently averse components

Stela Andrea Muntean, Adrian Muntean, Nicklas Jävergård, Emilio N. M. Cirillo et al.
2 citations
Modelling and Simulation in Materials Science and Engineering
Optics and Image Analysis
4.57
article

3D morphology formation in a mixture of three differently averse components

Stela Andrea Muntean, Adrian Muntean, Nicklas Jävergård, Emilio N. M. Cirillo, Rainey Lyons
article en
2 citations

Abstract

Abstract 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.

Modelling and Simulation in Materials Science and EngineeringVol. 33(5)
University of Colorado Boulder (US), Karlstad University (SE), Sapienza University of Rome (IT)
Energimyndigheten, Ministero dell'Università e della Ricerca
Openalex Percentile: Top 6%
Optics and Image Analysis
4.57
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3D morphology formation in a mixture of three differently averse components — Stela Andrea Muntean, Adrian Muntean, et al. · Modelling and Simulation in Materials Science and Engineering (2025) | TGRS Research Map | TGRS