Dipl.-Ing. Paul Seibert

2024

• Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithmSeibert, P., Rassloff, A., Kalina, K. & Kästner, M., 22 Jul 2024, In: Engineering with computers. 19 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Inverse design of spinodoid structures using Bayesian optimizationRaßloff, A., Seibert, P., Kalina, K. A. & Kästner, M., 20 Feb 2024Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
• Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modelingSeibert, P., Hirsch, F., Kluge, M., Kalina, M., Kalina, K. & Kästner, M., 2024, In: Archive of applied mechanics. 94, 9, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

2023

• DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data setsZhang, Y., Seibert, P., Otto, A., Raßloff, A., Ambati, M. & Kästner, M., 20 Nov 2023, In: Computational materials science. 232 (2024), 14 p., 112661Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Reconstructing microstructures from statistical descriptors using neural cellular automataSeibert, P., Raßloff, A., Zhang, Y., Kalina, K., Reck, P., Peterseim, D. & Kästner, M., 28 Sep 2023Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
• On the relevance of descriptor fidelity in microstructure reconstructionSeibert, P., Raßloff, A., Kalina, K., Safi, A., Reck, P., Peterseim, D., Klusemann, B. & 1 others, 15 Sep 2023, In: PAMM. 23, 3, e202300116Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Scattering transform in microstructure reconstructionReck, P., Seibert, P., Raßloff, A., Kästner, M. & Peterseim, D., 12 Sep 2023, In: PAMM. 23, 3, e202300169Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective propertiesSeibert, P., Raßloff, A., Kalina, K. A., Gussone, J., Bugelnig, K., Diehl, M. & Kästner, M., 1 Jul 2023, In: Computer methods in applied mechanics and engineering. 412, 116098Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Conditional diffusion-based microstructure reconstructionDüreth, C., Seibert, P., Rücker, D., Handford, S., Kästner, M. & Gude, M., Jun 2023, In: Materials today communications. 35, 105608Electronic (full-text) versionResearch output: Contribution to journal > Research article
• DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data setsZhang, Y., Seibert, P., Otto, A., Raßloff, A., Ambati, M. & Kästner, M., 17 Feb 2023, 20 p.Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint