| Descriptor-based reconstruction of three-dimensional microstructures through gradient-based optimization P Seibert, A Raßloff, M Ambati, M Kästner Acta Materialia 227, 117667, 2022 | 28 | 2022 |
| Conditional diffusion-based microstructure reconstruction C Düreth, P Seibert, D Rücker, S Handford, M Kästner, M Gude Materials Today Communications 35, 105608, 2023 | 24 | 2023 |
| Reconstructing random heterogeneous media through differentiable optimization P Seibert, M Ambati, A Raßloff, M Kästner Computational Materials Science 196, 110455, 2021 | 24 | 2021 |
| Microstructure Characterization and Reconstruction in Python: MCRpy P Seibert, A Raßloff, K Kalina, M Ambati, M Kästner Integrating Materials and Manufacturing Innovation 11 (3), 450-466, 2022 | 21 | 2022 |
| Applicability of strain energy density criterion for fracture prediction of notched PLA specimens produced via fused deposition modeling P Seibert, L Susmel, F Berto, M Kästner, N Razavi Engineering Fracture Mechanics 258, 108103, 2021 | 18 | 2021 |
| Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties P Seibert, A Raßloff, KA Kalina, J Gussone, K Bugelnig, M Diehl, ... Computer Methods in Applied Mechanics and Engineering 412, 116098, 2023 | 15 | 2023 |
| DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets Y Zhang, P Seibert, A Otto, A Raßloff, M Ambati, M Kästner Computational Materials Science 232, 112661, 2024 | 12 | 2024 |
| Validation of the averaged strain energy density criterion for additively manufactured notched polylactide acid specimens P Seibert, N Razavi, L Susmel, F Berto, M Kästner Procedia Structural Integrity 28, 2099-2103, 2020 | 10 | 2020 |
| Energy TCD-robust and simple failure prediction unifying the TCD and ASED criterion P Seibert, D Taylor, F Berto, N Razavi Engineering Fracture Mechanics 271, 108652, 2022 | 8 | 2022 |
| Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors P Seibert, M Husert, MP Wollner, KA Kalina, M Kästner Computer-Aided Design 166, 103635, 2024 | 5 | 2024 |
| Scattering transform in microstructure reconstruction P Reck, P Seibert, A Raßloff, M Kästner, D Peterseim PAMM 23 (3), e202300169, 2023 | 4 | 2023 |
| On the relevance of descriptor fidelity in microstructure reconstruction P Seibert, A Raßloff, K Kalina, A Safi, P Reck, D Peterseim, B Klusemann, ... PAMM 23 (3), e202300116, 2023 | 3 | 2023 |
| Reconstructing microstructures from statistical descriptors using neural cellular automata P Seibert, A Raßloff, Y Zhang, K Kalina, P Reck, D Peterseim, M Kästner Integrating Materials and Manufacturing Innovation, 1-16, 2024 | 2 | 2024 |
| Inverse design of spinodoid structures using Bayesian optimization A Raßloff, P Seibert, KA Kalina, M Kästner arXiv preprint arXiv:2402.13054, 2024 | | 2024 |
| 4.6 Recent progress and challenges in descriptor-based microstructure reconstruc-tion P Seibert, A Raßloff, K Kalina, M Kästner 11th GAMM AG Data Workshop TU Dresden February 06/07, 2024, 14, 2024 | | 2024 |
| Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm P Seibert, A Raßloff, K Kalina, M Kästner | | 2023 |
Markus KästnerInstitute of Solid Mechanics, TU DresdenVerified email at tu-dresden.de
