A Dilation-based Seamless Multiscale Method For Elliptic Problems
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866915363975856128 |
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| author | Chen, Ziheng Engquist, Björn |
| author_facet | Chen, Ziheng Engquist, Björn |
| contents | Many numerical methods for multiscale differential equations require a scale separation between the larger and the smaller scales to achieve accuracy and computational efficiency. In the area of multiscale dynamical systems, so-called, seamless methods have been introduced to reduce the requirement of scale separation. We will translate these methods to numerical homogenization problems and extend the technique to multiple dimensions. The initial step is to prove that a one-dimensional \sepia{second-order} elliptic operator with oscillatory coefficients can be rewritten as a multiscale dynamical system. Inspired by this, multiscale elliptic operators in higher dimensions are approximated by a novel approach based on local dilation, which provides a middle ground for balancing intractability and accuracy without the need for full resolution. The dilation operator can be further generalized to preserve important structures by properly decomposing the coefficient field. Error estimates are developed and promising numerical results of different examples are included. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2506_22912 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A Dilation-based Seamless Multiscale Method For Elliptic Problems Chen, Ziheng Engquist, Björn Numerical Analysis 74Q05, 35B27, 65N30, 65N06, 74Q15 Many numerical methods for multiscale differential equations require a scale separation between the larger and the smaller scales to achieve accuracy and computational efficiency. In the area of multiscale dynamical systems, so-called, seamless methods have been introduced to reduce the requirement of scale separation. We will translate these methods to numerical homogenization problems and extend the technique to multiple dimensions. The initial step is to prove that a one-dimensional \sepia{second-order} elliptic operator with oscillatory coefficients can be rewritten as a multiscale dynamical system. Inspired by this, multiscale elliptic operators in higher dimensions are approximated by a novel approach based on local dilation, which provides a middle ground for balancing intractability and accuracy without the need for full resolution. The dilation operator can be further generalized to preserve important structures by properly decomposing the coefficient field. Error estimates are developed and promising numerical results of different examples are included. |
| title | A Dilation-based Seamless Multiscale Method For Elliptic Problems |
| topic | Numerical Analysis 74Q05, 35B27, 65N30, 65N06, 74Q15 |
| url | https://arxiv.org/abs/2506.22912 |