Zilverling

dr. C. Stegehuis (Clara)

Associate Professor
EEMCS-AM-MOR
Zilverling 4015
c.stegehuis@utwente.nl
+31534898829
Business card

My research is in the areas of probability theory and stochastic networks, with an emphasis on asymptotic analysis, stochastic process limits, and randomized algorithms. Problems I investigate are inspired by applications in network science, physics and computer science.

Beside my research, I like to communicate my research field to a wider audience. As one of the Dutch 'Faces of Science', I write a  blog about my research (in Dutch), and I often give public lectures, for example at high schools or theaters.

Expertise

  • Computer Science

    • Random Graphs
    • Models
    • Subgraphs
    • Configuration Model
    • Degree Distribution

  • Mathematics

    • Random Graph
    • Power Law
    • Vertex

Organisations

My research is in the areas of probability theory and stochastic networks, with an emphasis on asymptotic analysis, stochastic process limits, and randomized algorithms. Problems I investigate are inspired by applications in network science, physics and computer science.

Publications

2025

Homophily within and across groups (2025)Nature communications, 16(1). Article 11351. K. Rizi, A., Michielan, R., Stegehuis, C. & Kivelä, M.https://doi.org/10.1038/s41467-025-66415-2Exploring the Potential and Utility of Graph Neural Networks in Crash Analysis and Safety Assessment (2025)Data Science for Transportation, 8(1). Article 1 (E-pub ahead of print/First online). Ulak, M. B., Doedens, W. & Stegehuis, C.https://doi.org/10.1007/s42421-025-00144-2Localized geometry detection in scale-free random graphs (2025)Journal of applied probability (E-pub ahead of print/First online). Bet, G., Michielan, R. & Stegehuis, C.https://doi.org/10.1017/jpr.2025.10038BEAM-ALIGN: Distributed user association for mmWave networks with multi-connectivity (2025)Computer networks, 270. Article 111446. Weedage, L., Stegehuis, C. & Bayhan, S.https://doi.org/10.1016/j.comnet.2025.111446Stationary distribution of node2vec random walks on household models (2025)Journal of Complex Networks, 13(5). Article cnaf028. Schroeder, L. & Stegehuis, C.https://doi.org/10.1093/comnet/cnaf028Hypercurveball algorithm for sampling hypergraphs with fixed degrees (2025)Journal of Complex Networks, 13(4). Article cnaf007. Kraakman, Y. J. & Stegehuis, C.https://doi.org/10.1093/comnet/cnaf007Optimal network geometry detection for weak geometry (2025)Physical review E: covering statistical, nonlinear, biological, and soft matter physics, 112(1). Article 014314. Michielan, R. & Stegehuis, C.https://doi.org/10.1103/l6dm-zk46Data and code underlying the publications: 'Configuration models for random directed hypergraphs' and 'Hypercurveball algorithm for sampling hypergraphs with fixed degrees' (2025)[Dataset Types › Dataset]. 4TU.Centre for Research Data. Kraakman, Y. & Stegehuis, C.https://doi.org/10.4121/9beea11f-2e93-473d-9d22-8d8a6bec9d5aStationary distribution of node2vec random walks on household models (2025)[Working paper › Preprint]. ArXiv.org. Schroeder, L. & Stegehuis, C.https://doi.org/10.48550/arXiv.2502.19039Optimal network geometry detection for weak geometry (2025)[Working paper › Preprint]. ArXiv.org. Michielan, R. & Stegehuis, C.https://doi.org/10.48550/arXiv.2502.08407

Research profiles

Address

University of Twente

Zilverling (building no. 11), room 4015
Hallenweg 19
7522 NH Enschede
Netherlands

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