Publications

You can also find my articles on my Google Scholar profile.

Journal articles

• K. Bergermann and F. Tudisco. Core-periphery detection in multilayer networks, Physical Review Letters, 135(8), 087402, 2025. DOI arXiv Code Data

• K. Bergermann and M. Stoll. Gradient flow-based modularity maximization for community detection in multiplex networks, Philosophical Transactions of the Royal Society A, 383(2298), 20240244, 2025. DOI arXiv Code

• K. Bergermann, M. Stoll, and F. Tudisco. A nonlinear spectral core-periphery detection method for multiplex networks, Proceedings of the Royal Society A, 480(2300), 20230914, 2024. DOI arXiv Code

• K. Bergermann and M. Stoll. Adaptive rational Krylov methods for exponential Runge–Kutta integrators, SIAM Journal on Matrix Analysis and Applications, 45(1), p.744-770, 2024. DOI arXiv Code

• K. Bergermann and M. Wolter. A Twitter network and discourse analysis of the Rana Plaza collapse, Applied Network Science, 8, 74, 2023. DOI arXiv Code

• K. Bergermann, C. Deibel, R. Herzog, R. C. I. MacKenzie, J.-F. Pietschmann, and M. Stoll. Preconditioning for a phase-field model with application to morphology evolution in organic semiconductors, Communications in Computational Physics, 34(1), p.1-17, 2023. DOI arXiv Code

• K. Bergermann and M. Stoll. Fast computation of matrix function-based centrality measures for layer-coupled multiplex networks, Physical Review E, 105(3), 034305, 2022. DOI arXiv Code

• K. Bergermann and M. Stoll. Orientations and matrix function-based centralities in multiplex network analysis of urban public transport, Applied Network Science, 6, 90, 2021. DOI arXiv Code Data

• K. Bergermann, M. Stoll, and T. Volkmer. Semi-supervised learning for aggregated multilayer graphs using diffuse interface methods and fast matrix vector products, SIAM Journal on Mathematics of Data Science, 3(2), p.758-785, 2021. DOI arXiv Code

• F. Ospald, K. Bergermann, and R. Herzog. An extension of the strain transfer principle for fiber reinforced materials, Computational Mechanics, 67(5), p.1453-1463, 2021. DOI arXiv Code

• K. Bergermann. Modeling the morphology evolution of organic solar cells, GAMM Archive for Students, 1(1), p.18-27, 2019. DOI Code

Other articles

• M. Stoll and K. Bergermann. Multilayer networks and their applications, GAMM Rundbrief, 2/2022, p.4-9. Link

Thesis

• K. Bergermann. Matrix functions in multiplex network analysis, TU Chemnitz, 2025. DOI