Dipl.-Ing. Paul Seibert
Dipl.-Ing. Paul Seibert
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Chair of Computational and Experimental Solid Mechanics
Visiting address:
George-Bähr-Straße 3c, Room 350
01069 Dresden
Research
- Microstructure characterization and reconstruction
- Structure-property-linkages
Publications
2024
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Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm , 22 Jul 2024, In: Engineering with computers. 19 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Reconstructing Microstructures From Statistical Descriptors Using Neural Cellular Automata , Mar 2024, In: Integrating materials and manufacturing innovation. 13, 1, p. 272-287, 16 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Inverse design of spinodoid structures using Bayesian optimization , 20 Feb 2024Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
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Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors , 1 Jan 2024, In: Computer aided design : CADResearch output: Contribution to journal > Research article
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Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modeling , 2024, In: Archive of applied mechanics. 94, 9, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2023
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DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets , 20 Nov 2023, In: Computational materials science. 232 (2024), 14 p., 112661Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Reconstructing microstructures from statistical descriptors using neural cellular automata , 28 Sep 2023Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
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On the relevance of descriptor fidelity in microstructure reconstruction , 15 Sep 2023, In: PAMM. 23, 3, e202300116Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Scattering transform in microstructure reconstruction , 12 Sep 2023, In: PAMM. 23, 3, e202300169Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties , 1 Jul 2023, In: Computer methods in applied mechanics and engineering. 412, 116098Electronic (full-text) versionResearch output: Contribution to journal > Research article