Publikationen

Komplexe Netzwerke, Maschinelles Lernen & Entscheidungstheorie
Mahecha, M. D., Gans, F., Sippel, S., Donges, Jonathan Friedemann, Kaminski, T., Metzger, S., Migliavacca, M., Papale, D., Rammig, A., Zscheischler, J. (2017): Detecting impacts of extreme events with ecological in-situ monitoring networks - Biogeosciences
Fujiwara, N., Kirchen, K., Donges, Jonathan Friedemann, Donner, Reik V. (2017): A perturbation-theoretic approach to Lagrangian flow networks - Chaos
Wiedermann, Marc, Donges, Jonathan Friedemann, Kurths, Jürgen, Donner, Reik V. (2017): Mapping and discrimination of networks in the complexity-entropy plane - Physical Review E
Klamser, P. P., Wiedermann, Marc, Donges, Jonathan Friedemann, Donner, Reik V. (2017): Zealotry effects on opinion dynamics in the adaptive voter model - Physical Review E
Leimbach, Marian, Schultes, Anselm, Baumstark, Lavinia, Giannousakis, Anastasis, Luderer, Gunnar (2017): Solution algorithms for regional interactions in large-scale integrated assessment models of climate change - Annals of Operations Research
Müller-Hansen, Finn, Cardoso, M. F., Dalla-Nora, E. L., Donges, Jonathan Friedemann, Heitzig, Jobst, Kurths, Jürgen, Thonicke, Kirsten (2017): A matrix clustering method to explore patterns of land-cover transitions in satellite-derived maps of the Brazilian Amazon - Nonlinear Processes in Geophysics
Müller-Hansen, Finn, Schlüter, M., Mäs, M., Donges, Jonathan Friedemann, Kolb, Jakob Johannes, Thonicke, Kirsten, Heitzig, Jobst (2017): Towards representing human behavior and decision making in Earth system models - an overview of techniques and approaches - Earth System Dynamics
Gelbrecht, Maximilian, Boers, Niklas, Kurths, Jürgen (2017): A complex network representation of wind flows - Chaos
Schultz, Paul, Menck, Peter J., Heitzig, Jobst, Kurths, Jürgen (2017): Potentials and limits to basin stability estimation - New Journal of Physics
Hofmann, J., Größler, M., Rubio-Sanchez, M., Pichler, Peter-Paul, Lehmann, D. J. (2017): Visual exploration of global trade networks with time-dependent and weighted hierarchical edge bundles on GPU - Computer Graphics Forum
Otto, Christian, Willner, Sven, Wenz, Leonie, Frieler, Katja, Levermann, Anders (2017): Modeling loss-propagation in the global supply network: The dynamic agent-based model acclimate - Journal of Economic Dynamics and Control
Donges, Jonathan Friedemann, Barfuss, Wolfram (2017): From math to metaphors and back again: Social-ecological resilience from a multi-agent-environment perspective - GAIA – Ecological Perspectives for Science and Society
Botta, Nicola, Jansson, P., Ionescu, C., Christiansen, D. R., Brady, E. (2017): Sequential decision problems, dependent types and generic solutions - Logical Methods in Computer Science
Kittel, Tim, Heitzig, Jobst, Webster, Kevin, Kurths, Jürgen (2017): Timing of transients: quantifying reaching times and transient behavior in complex systems - New Journal of Physics
Nitzbon, Jan, Schultz, Paul, Heitzig, Jobst, Kurths, Jürgen, Hellmann, Frank (2017): Deciphering the imprint of topology on nonlinear dynamical network stability - New Journal of Physics
Molkenthin, Nora, Kutza, Hannes, Tupikina, Liubov, Marwan, Norbert, Donges, Jonathan Friedemann, Feudel, U., Kurths, Jürgen, Donner, Reik V. (2017): Edge anisotropy and the geometric perspective on flow networks - Chaos
Schauberger, Bernhard, Archontoulis, S., Arneth, A., Balkovič, J., Ciais, P., Deryng, D., Elliott, J., Folberth, C., Khabarov, N., Müller, Christoph, Pugh, T. A. M., Rolinski, Susanne, Schaphoff, Sibyll, Schmid, E., Wang, X., Schlenker, W., Frieler, Katja (2017): Consistent negative response of US crops to high temperatures in observations and crop models - Nature Communications
Gao, Z.-K., Yang, Y.-X., Dang, W.-D., Cai, Q., Wang, Z., Marwan, Norbert, Boccaletti, S., Kurths, Jürgen (2017): Reconstructing multi-mode networks from multivariate time series - EPL (Europhysics Letters)
Boers, Niklas, Marwan, Norbert, Barbosa, H. M. J., Kurths, Jürgen (2017): A deforestation-induced tipping point for the South American monsoon system - Scientific Reports
Biswas, D., Banerjee, T., Kurths, Jürgen (2017): Control of birhythmicity: A self-feedback approach - Chaos
Botta, Nicola, Jansson, P., Ionescu, C. (2017): Contributions to a computational theory of policy advice and avoidability - Journal of Functional Programming
Wiedermann, Marc, Radebach, A., Donges, Jonathan Friedemann, Kurths, Jürgen, Donner, Reik V. (2016): A climate network-based index to discriminate different types of El Niño and La Niña - Geophysical Research Letters
Wiedermann, Marc, Donges, Jonathan Friedemann, Kurths, Jürgen, Donner, Reik V. (2016): Spatial network surrogates for disentangling complex system structure from spatial embedding of nodes - Physical Review E
Rheinwalt, Aljoscha, Boers, Niklas, Marwan, Norbert, Kurths, Jürgen, Hoffmann, Peter, Gerstengarbe, Friedrich-Wilhelm, Werner, Peter C. (2016): Non-linear time series analysis of precipitation events using regional climate networks for Germany - Climate Dynamics
Bren d'Amour, Christopher, Wenz, Leonie, Kalkuhl, Matthias, Steckel, Jan Christoph, Creutzig, Felix (2016): Teleconnected food supply shocks - Environmental Research Letters
Traxl, Dominik, Boers, Niklas, Rheinwalt, Aljoscha, Goswami, Bedartha, Kurths, Jürgen (2016): The size distribution of spatiotemporal extreme rainfall clusters around the globe - Geophysical Research Letters