Online Meshfree Generalized Multiscale Finite Element Method for Flows in Fractured Media

Modeling fracture systems in porous media requires a specialized approach due to the high permeability of fractures, which significantly influences transport and flow processes. Fracture systems can exist at various scales and differ in their origins, complicating their modeling. This paper presents a generalized multiscale finite element method (GMsFEM) utilizing a meshfree approach for constructing the coarse grid. We develop a methodology for creating online multiscale basis functions computed during the solution of non-stationary problems, which account for changes in local subdomains. This approach reduces the number of offline basis functions required to achieve high accuracy. Comparative studies demonstrate the advantages of the online approach over traditional finite element methods on detailed grids. The online multiscale approach proves effective for problems in fractured porous media, albeit requiring additional computational resources.

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Publication Details

Journal
Lobachevskii Journal of Mathematics
Published
2024-11-01
DOI
https://doi.org/10.1134/s1995080224606647
Citations
1
Primary Topic
Advanced Mathematical Modeling in Engineering
Type
article
Field-Weighted Citation Impact
0.36
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article

Online Meshfree Generalized Multiscale Finite Element Method for Flows in Fractured Media

Sergei Stepanov, Н. П. Лазарев, Djulustan Nikiforov
1 citations
Lobachevskii Journal of Mathematics
Advanced Mathematical Modeling in Engineering
0.36
article

Online Meshfree Generalized Multiscale Finite Element Method for Flows in Fractured Media

Sergei Stepanov, Н. П. Лазарев, Djulustan Nikiforov
article en
1 citations

Abstract

Modeling fracture systems in porous media requires a specialized approach due to the high permeability of fractures, which significantly influences transport and flow processes. Fracture systems can exist at various scales and differ in their origins, complicating their modeling. This paper presents a generalized multiscale finite element method (GMsFEM) utilizing a meshfree approach for constructing the coarse grid. We develop a methodology for creating online multiscale basis functions computed during the solution of non-stationary problems, which account for changes in local subdomains. This approach reduces the number of offline basis functions required to achieve high accuracy. Comparative studies demonstrate the advantages of the online approach over traditional finite element methods on detailed grids. The online multiscale approach proves effective for problems in fractured porous media, albeit requiring additional computational resources.

Lobachevskii Journal of MathematicsVol. 45(11)
North-Eastern Federal University (RU), North-Caucasus Federal University (RU)
Openalex Percentile: Top 32%
Advanced Mathematical Modeling in Engineering
0.36
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Online Meshfree Generalized Multiscale Finite Element Method for Flows in Fractured Media — Sergei Stepanov, Н. П. Лазарев, et al. · Lobachevskii Journal of Mathematics (2024) | TGRS Research Map | TGRS