Scattering transform in microstructure reconstruction
Abstract: Descriptor‐based microstructure characterization plays a crucial role in the field of reversed material engineering for random heterogeneous media. With the advent of differentiable microstructure characterization and reconstruction, there has been a growing interest in the development of differentiable formulations of descriptors. The search for effective descriptors becomes indispensable to adequately characterize a wide range of microstructures. This work proposes a novel approach to construct a descriptor by utilizing a wavelet‐based transformation called the scattering transformation on microstructure images. The characterization and reconstruction capabilities of this newly developed descriptor are compared to a benchmark descriptor based on spatial correlation functions using various 2D microstructure images. The comparative analysis aims to evaluate the effectiveness and potential advantages of the proposed wavelet‐based descriptor.
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- Extent
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Online-Ressource
- Language
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Englisch
- Bibliographic citation
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Scattering transform in microstructure reconstruction ; day:12 ; month:09 ; year:2023 ; extent:7
Proceedings in applied mathematics and mechanics ; (12.09.2023) (gesamt 7)
- Creator
- DOI
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10.1002/pamm.202300169
- URN
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urn:nbn:de:101:1-2023091315174011263486
- Rights
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Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
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14.08.2025, 10:58 AM CEST
Data provider
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Reck, Paul
- Seibert, Paul
- Raßloff, Alexander
- Kästner, Markus
- Peterseim, Daniel
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