On the geometric evolution and second order dynamics of level-sets of fields defined by partial differential equations

Mathematical analysis of the physical principles governing phase morphology evolution is important for the fundamental understanding of the microstructure formation in materials science. Since the physical laws describing the full field evolution of phases can be written as partial differential equations (PDEs), it is of interest to examine the general principles of fields evolution as defined by PDEs. Previously, the connection between first order time partial differential equations and the movement of level-sets ( i.e. iso-contours or iso-surfaces) of a general field was established, and demonstrations of the initial calculation with a lagrangian mesh based on moving level-sets was made [A. Pohjonen, J. Phys. Conf. Ser. 2675 (2023) 012031]. Although the first order approximation is capable of estimating field evolution, the stability of numerical methods could be improved by considering second order approximations in time. Furthermore, the theoretical connection between second order time derivative of the field, the differential geometry of the field, velocity and acceleration of level-sets, and their shape evolution provide insights in to the dynamical evolution of the field geometry, as defined by partial differential equations in general.

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Publication Details

Journal
Mathematical Modelling of Natural Phenomena
Published
2025-01-01
DOI
https://doi.org/10.1051/mmnp/2025021
Citations
1
Primary Topic
Solidification and crystal growth phenomena
Type
article
Field-Weighted Citation Impact
0.52
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article

On the geometric evolution and second order dynamics of level-sets of fields defined by partial differential equations

Aarne Pohjonen
1 citations
Mathematical Modelling of Natural Phenomena
Solidification and crystal growth phenomena
0.52
article

On the geometric evolution and second order dynamics of level-sets of fields defined by partial differential equations

Aarne Pohjonen
article en
1 citations

Abstract

Mathematical analysis of the physical principles governing phase morphology evolution is important for the fundamental understanding of the microstructure formation in materials science. Since the physical laws describing the full field evolution of phases can be written as partial differential equations (PDEs), it is of interest to examine the general principles of fields evolution as defined by PDEs. Previously, the connection between first order time partial differential equations and the movement of level-sets ( i.e. iso-contours or iso-surfaces) of a general field was established, and demonstrations of the initial calculation with a lagrangian mesh based on moving level-sets was made [A. Pohjonen, J. Phys. Conf. Ser. 2675 (2023) 012031]. Although the first order approximation is capable of estimating field evolution, the stability of numerical methods could be improved by considering second order approximations in time. Furthermore, the theoretical connection between second order time derivative of the field, the differential geometry of the field, velocity and acceleration of level-sets, and their shape evolution provide insights in to the dynamical evolution of the field geometry, as defined by partial differential equations in general.

Mathematical Modelling of Natural PhenomenaVol. 20
University of Oulu (FI)
Openalex Percentile: Top 34%
Solidification and crystal growth phenomena
0.52
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On the geometric evolution and second order dynamics of level-sets of fields defined by partial differential equations — Aarne Pohjonen · Mathematical Modelling of Natural Phenomena (2025) | TGRS Research Map | TGRS