Dipl.-Ing. Paul Seibert

2025

• Inverse design of spinodoid structures using Bayesian optimizationRaßloff, A., Seibert, P., Kalina, K. A. & Kästner, M., 19 Feb 2025, In: Computational mechanics : solids, fluids, engineered materials, aging infrastructure, molecular dynamics, heat transfer, manufacturing processes, optimization, fracture & integrity. 104726Electronic (full-text) versionResearch output: Contribution to journal > Research article

2024

• Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modelingSeibert, P., Hirsch, F., Kluge, M., Kalina, M., Kalina, K. & Kästner, M., Sep 2024, In: Archive of applied mechanics. 94, 9, p. 2471-2487, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• 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
• 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., 25 Jan 2024, In: Computational materials science. 232, 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., 18 Jan 2024, In: Integrating materials and manufacturing innovation. 13, 1, p. 272-287, 16 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptorsSeibert, P., Husert, M., Wollner, M., Kalina, K. A. & Kästner, M., Jan 2024, In:  Computer aided design : CAD. 166, 103635Electronic (full-text) versionResearch output: Contribution to journal > Research article

2023

• 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: Proceedings in Applied Mathematics and Mechanics: 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: Proceedings in Applied Mathematics and Mechanics: PAMM. 23, 3, e202300169Electronic (full-text) versionResearch output: Contribution to journal > Research article