Paul Seibert

Institute of Solid Mechanics — Romania

Materials Science · Physical Sciences

12h-index635citations63works4.52yr avg
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Research Topics

Machine Learning in Materials Science(10), Botany and Plant Ecology Studies(9), Cold Atom Physics and Bose-Einstein Condensates(6), Medical Image Segmentation Techniques(5), Composite Material Mechanics(5)

Publications62 total

Structure–Property Relationships of Solid Oxide Fuel Cell Electrodes Using Real and Reconstructed Microstructures
International Journal for Numerical Methods in Engineering·2025Open Access
Inverse design of spinodoid structures using Bayesian optimization
Computational Mechanics·2025· 9 citedOpen Access
Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla–Simoncelli algorithm
Engineering With Computers·2024· 2 citedOpen Access
Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modeling
Archive of Applied Mechanics·2024· 3 citedOpen Access
Inverse design of spinodoid structures using Bayesian optimization
arXiv (Cornell University)·2024· 3 citedOpen Access
Reconstructing Microstructures From Statistical Descriptors Using Neural Cellular Automata
Integrating materials and manufacturing innovation·2024· 10 citedOpen Access
Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm
2023Open Access
DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets
Computational Materials Science·2023· 39 citedOpen Access
Fast Reconstruction of Microstructures with Ellipsoidal Inclusions Using Analytical Descriptors
Computer-Aided Design·2023· 8 cited
Reconstructing microstructures from statistical descriptors using neural cellular automata
arXiv (Cornell University)·2023· 4 citedOpen Access
On the relevance of descriptor fidelity in microstructure reconstruction
PAMM·2023· 6 citedOpen Access
Scattering transform in microstructure reconstruction
PAMM·2023· 6 citedOpen Access
Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors
arXiv (Cornell University)·2023· 2 citedOpen Access
Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties
Computer Methods in Applied Mechanics and Engineering·2023· 32 citedOpen Access
DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets
arXiv (Cornell University)·2023· 2 citedOpen Access
Conditional diffusion-based microstructure reconstruction
Materials Today Communications·2023· 49 cited
Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties
arXiv (Cornell University)·2023· 3 citedOpen Access
Conditional diffusion-based microstructure reconstruction
arXiv (Cornell University)·2022· 26 citedOpen Access
Microstructure Characterization and Reconstruction in Python: MCRpy
Integrating materials and manufacturing innovation·2022· 46 citedOpen Access
Microstructure Characterization and Reconstruction in Python: MCRpy
arXiv (Cornell University)·2022· 1 citedOpen Access
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Frequent Co-authors

Markus Kästner(24), Alexander Raßloff(16), Karl A. Kalina(13), Marreddy Ambati(7), M. Block(5), G. Werth(4), Paul Reck(4), Daniel Peterseim(4), Filippo Berto(3), Yichi Zhang(3), A. Drakoudis(2), H Leuthner(2), G. Werth(2), Christian Düreth(2), Dennis Rücker(2), Stephanie Handford(2), Μaik Gude(2), Alexandra Otto(2), Joachim Gussone(2), Katrin Bugelnig(2)