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Startseite Conrad, Natasa, Dr.

Conrad, Natasa, Dr.

Natasa Conrad

Kontakt

Position
Leitung Arbeitsgruppe
Room
4105
Phone
+49 30 84185-439
Email
E-Mail
Webseite
https://www.zib.de/userpage/natasa.conrad/
Birth name
Djurdjevac
Bereich
Mathematics of Complex Systems
Abteilung
Modeling and Simulation of Complex Processes
Arbeitsgruppe
Computational Humanities

Projects

Projects as Head

opinion dynamics

Opinion Dynamics

The literature contains a manifold of fundamental models for the dynamical changes of opinions through social influence during social interaction (personal, social...

Opinion Dynamics
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Complex Networks

Complex networks are a powerful tool for studying a wide range of real-world complex systems, including social, biological and physical systems. Understanding the...

Complex Networks
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Mobilitätsmodelle zur Eindämmung von COVID-19 in Berlin

Die Ausbreitung von SARS-CoV-2 stellt die Welt, und auch Deutschland, vor erhebliche Probleme. Um eine Überlastung des Gesundheitssystems abzuwenden, wurden bekanntlich...

Mobilitätsmodelle zur Eindämmung von COVID-19 in Berlin
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Data-driven Modeling of the Romanization Process of Northern Africa

The research topic of this project is at the interface between mathematics and archaeology and is based on an interdisciplinary collaboration between scientists from Zuse...

Data-driven Modeling of the Romanization Process of Northern Africa

Publications

2025
Clustering Time-Evolving Networks Using the Spatiotemporal Graph Laplacian Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol.35, p. 013126, 2025 Maia Trower, Natasa Djurdjevac Conrad, Stefan Klus BibTeX
arXiv
DOI
Detection of dynamic communities in temporal networks with sparse data Applied Network Science, Vol.10, 2025 Natasa Djurdjevac Conrad, Elisa Tonello, Johannes Zonker, Heike Siebert BibTeX
DOI
On reduced inertial PDE models for Cucker-Smale flocking dynamics Proceedings of the Royal Society A, Vol.481, 2025 Sebastian Zimper, Federico Cornalba, Natasa Djurdjevac Conrad, Ana Djurdjevac BibTeX
arXiv
DOI
2024
A Mathematical perspective on Romanisation: Modelling the Roman road activation process in ancient Tunisia PLoS ONE, 19(9), 2024 Natasa Djurdjevac Conrad, Robin Chemnitz, Margarita Kostre, Fleur Schweigart, Friederike Fless, Christof Schütte, Benjamin Ducke BibTeX
DOI
Clustering Time-Snapshots of Temporal Networks: From Synthetic Data to Real-World Applications 2024 (under review) Filip Blaskovic, Tim Conrad, Stefan Klus, Natasa Djurdjevac Conrad BibTeX
arXiv
Co-evolving networks for opinion and social dynamics in agent-based models Chaos: An Interdisciplinary Journal of Nonlinear Science, 34(9), 2024 Natasa Djurdjevac Conrad, Nhu Quang Vu, Soeren Nagel BibTeX
arXiv
DOI
Dynamical systems and complex networks: A Koopman operator perspective Journal of Physics: Complexity, 5(4), p. 041001, 2024 Stefan Klus, Natasa Djurdjevac Conrad BibTeX
arXiv
DOI
Exploration of Particle Swarm Optimisation Algorithm with Divergent Parameters Natural Computing, 2024 (under review) Margarita Kostré, Natasa Djurdjevac Conrad, Christof Schütte, Vikram Sunkara BibTeX
Koopman-Based Surrogate Models for Multi-Objective Optimization of Agent-Based Systems Physica D: Nonlinear Phenomena, Vol.460, p. 134052, 2024 Jan-Hendrik Niemann, Stefan Klus, Natasa Djurdjevac Conrad, Christof Schütte BibTeX
arXiv
DOI
Multilevel Optimization for Policy Design with Agent-Based Epidemic Models Computational Science, Vol.77, p. 102242, 2024 Jan-Hendrik Niemann, Samuel Uram, Sarah Wolf, Natasa Djurdjevac Conrad, Martin Weiser BibTeX
arXiv
DOI
2023
Insights into drivers of mobility and cultural dynamics of African hunter-gatherers over the past 120 000 years Royal Society Open Science, 10(11), 2023 Johannes Zonker, Cecilia Padilla-Iglesias, Natasa Djurdjevac Conrad BibTeX
DOI
Modelling opinion dynamics under the impact of influencer and media strategies Scientific Reports, Vol.13, p. 19375, 2023 Luzie Helfmann, Natasa Djurdjevac Conrad, Philipp Lorenz-Spreen, Christof Schütte BibTeX
arXiv
DOI
Supplementary code and data for Royal Society Open Science Manuscript rsos.230495 2023 Johannes Zonker, Cecilia Padilla-Iglesias, Natasa Djurdjevac Conrad BibTeX
DOI
Supplementary code for the paper Modelling opinion dynamics under the impact of influencer and media strategies 2023 Luzie Helfmann, Natasa Djurdjevac Conrad, Philipp Lorenz-Spreen, Christof Schütte BibTeX
DOI
2022
Feedback Loops in Opinion Dynamics of Agent-Based Models with Multiplicative Noise Entropy, Vol.24(10), 2022 Natasa Djurdjevac Conrad, Jonas Köppl, Ana Djurdjevac BibTeX
DOI
arXiv
Koopman-based spectral clustering of directed and time-evolving graphs Journal of Nonlinear Science, Vol.33, 2022 Stefan Klus, Natasa Djurdjevac Conrad BibTeX
arXiv
DOI
Understanding the Romanization Spreading on Historical Interregional Networks in Northern Tunisia Applied Network Science, Vol.7, 2022 (preprint available as ZIB-Report 22-10) Margarita Kostré, Vikram Sunkara, Christof Schütte, Natasa Djurdjevac Conrad PDF (ZIB-Report)
BibTeX
DOI
2021
From interacting agents to density-based modeling with stochastic PDEs Communications in Applied Mathematics and Computational Science, 16(1), pp. 1-32, 2021 (preprint available as ZIB-Report 19-21) Luzie Helfmann, Natasa Djurdjevac Conrad, Ana Djurdjevac, Stefanie Winkelmann, Christof Schütte PDF (ZIB-Report)
BibTeX
arXiv
DOI
Inference of historical influence networks International Conference on Complex Networks & Their Applications Proceedings, pp. 110-113, 2021 Margarita Kostre, Vikram Sunkara, Natasa Djurdjevac Conrad BibTeX
DOI
Mathematical modeling of spatio-temporal population dynamics and application to epidemic spreading Mathematical Biosciences, Vol.336, 2021 Stefanie Winkelmann, Johannes Zonker, Christof Schütte, Natasa Djurdjevac Conrad BibTeX
DOI
arXiv
Prediction of Covid-19 spreading and optimal coordination of counter-measures: From microscopic to macroscopic models to Pareto fronts PLOS One, 16(4), 2021 Hanna Wulkow, Tim Conrad, Natasa Djurdjevac Conrad, Sebastian A. Müller, Kai Nagel, Christof Schütte BibTeX
DOI
2020
The Furnace and the Goat—A spatio-temporal model of the fuelwood requirement for iron metallurgy on Elba Island, 4th century BCE to 2nd century CE PLOS ONE, Vol.15, pp. 1-37, 2020 Fabian Becker, Natasa Djurdjevac Conrad, Raphael A. Eser, Luzie Helfmann, Brigitta Schütt, Christof Schütte, Johannes Zonker BibTeX
DOI
2019
Identifying lncRNA-mediated regulatory modules via ChIA-PET network analysis BMC Bioinformatics, 20(1471-2105), 2019 Denise Thiel, Natasa Djurdjevac Conrad, Evgenia Ntini, Ria Peschutter, Heike Siebert, Annalisa Marsico BibTeX
DOI
2018
Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach EPJ Data Science, 7(1), 2018 Natasa Djurdjevac Conrad, Luzie Helfmann, Johannes Zonker, Stefanie Winkelmann, Christof Schütte BibTeX
DOI
Mathematical modeling of the spreading of innovations in the ancient world eTopoi. Journal for Ancient Studies, Vol.7, 2018 Natasa Djurdjevac Conrad, Daniel Fuerstenau, Ana Grabundzija, Luzie Helfmann, Martin Park, Wolfram Schier, Brigitta Schütt, Christof Schütte, Marcus Weber, Niklas Wulkow, Johannes Zonker PDF
BibTeX
DOI
Tracking online topics over time: understanding dynamic hashtag communities Computational Social Networks, 5(9), 2018 (accepted for publication) Philipp Lorenz-Spreen, Frederik Wolf, Jonas Braun, Gourab Ghoshal, Natasa Djurdjevac Conrad, Philipp Hövel BibTeX
DOI
2017
Capturing the Dynamics of Hashtag-Communities International Workshop on Complex Networks and their Applications, pp. 401-413, 2017 Philipp Lorenz, Frederik Wolf, Jonas Braun, Natasa Djurdjevac Conrad, Philipp Hövel BibTeX
DOI
2016
Finding dominant structures of nonreversible Markov processes Multiscale Modeling and Simulation, 14(4), pp. 1319-1340, 2016 (preprint available as ZIB-Report 15-40) Natasa Djurdjevac Conrad, Marcus Weber, Christof Schütte PDF (ZIB-Report)
BibTeX
DOI
2015
Modularity of Directed Networks: Cycle Decomposition Approach Journal of Computational Dynamics 2 (2015) pp. 1-24, 2015 (preprint available as ZIB-Report 14-31) Natasa Djurdjevac Conrad, Ralf Banisch, Christof Schütte PDF (ZIB-Report)
BibTeX
DOI
Reactive flows and unproductive cycles for random walks on complex networks The European Physical Journal Special Topics, vol. 224, iss. 12 (2015) pp. 2369-2387, 2015 (preprint available as ZIB-Report 15-19) Ralf Banisch, Natasa Djurdjevac Conrad, Christof Schütte PDF (ZIB-Report)
BibTeX
DOI
2014
Cycle-flow-based module detection in directed recurrence networks EPL (Europhysics Letters), 108(6), 2014 Ralf Banisch, Natasa Djurdjevac Conrad BibTeX
DOI
2012
Random Walks on Complex Modular Networks Journal of Numerical Analysis, Industrial and Applied Mathematics, 6(1-2), pp. 29-50, 2012 Natasa Djurdjevac Conrad, Stefanie Bruckner, Tim Conrad, Christof Schütte BibTeX