Reck, Paul
[VerfasserIn];
Seibert, Paul
[VerfasserIn];
Raßloff, Alexander
[VerfasserIn];
Kästner, Markus
[VerfasserIn];
Peterseim, Daniel
[VerfasserIn]
Scattering transform in microstructure reconstruction
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Medientyp:
E-Artikel
Titel:
Scattering transform in microstructure reconstruction
Beteiligte:
Reck, Paul
[VerfasserIn];
Seibert, Paul
[VerfasserIn];
Raßloff, Alexander
[VerfasserIn];
Kästner, Markus
[VerfasserIn];
Peterseim, Daniel
[VerfasserIn]
Erschienen:
Augsburg University Publication Server (OPUS), 2023
Sprache:
Englisch
DOI:
https://doi.org/10.1002/pamm.202300169
Entstehung:
Anmerkungen:
Diese Datenquelle enthält auch Bestandsnachweise, die nicht zu einem Volltext führen.
Beschreibung:
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.