Publikationen

Komplexe Netzwerke, Maschinelles Lernen & Entscheidungstheorie
Öztürk, Ugur, Marwan, Norbert, Korup, O., Saito, H., Agarwal, Ankit, Grossman, M. J., Zaiki, M., Kurths, Jürgen (2018): Complex networks for tracking extreme rainfall during typhoons - Chaos
Boaretto, B. R. R., Budzinski, R. C., Prado, T. L., Kurths, Jürgen, Lopes, Sergio Roberto (2018): Neuron dynamics variability and anomalous phase synchronization of neural networks - Chaos
Schultz, Paul, Hellmann, Frank, Webster, Kevin, Kurths, Jürgen (2018): Bounding the first exit from the basin: Independence times and finite-time basin stability - Chaos
Yang, Y.-X., Gao, Z.-K., Wang, X.-M., Li, Y.-L., Han, J.-W., Marwan, Norbert, Kurths, Jürgen (2018): A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG - Chaos
Kretschmer, Marlene, Cohen, J., Matthias, Vivien, Runge, J., Coumou, Dim (2018): The different stratospheric influence on cold-extremes in Eurasia and North America - npj Climate and Atmospheric Science
Banerjee, T., Biswas, D., Ghosh, D., Bandyopadhyay, B., Kurths, Jürgen (2018): Transition from homogeneous to inhomogeneous limit cycles: Effect of local filtering in coupled oscillators - Physical Review E
Jans, Yvonne, Berndes, G., Heinke, Jens, Lucht, Wolfgang, Gerten, Dieter (2018): Biomass production in plantations: Land constraints increase dependency on irrigation water - Global Change Biology Bioenergy
Botta, Nicola, Jansson, P., Ionescu, C. (2018): The impact of uncertainty on optimal emission policies - Earth System Dynamics
Ward, Hauke, Wenz, Leonie, Steckel, Jan Christoph, Minx, Jan C. (2018): Truncation error estimates in process life cycle assessment using input-output analysis - Journal of Industrial Ecology
Boaretto, B. R. R., Budzinski, R. C., Prado, T. L., Kurths, Jürgen, Lopes, Sergio Roberto (2018): Suppression of anomalous synchronization and nonstationary behavior of neural network under small-world topology - Physica A-Statistical Mechanics and its Applications
Boers, Niklas, Ghil, M., Rousseau, D.-D. (2018): Ocean circulation, ice shelf, and sea ice interactions explain Dansgaard-Oeschger cycles - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Eroglu, Deniz, Marwan, Norbert, Stebich, M., Kurths, Jürgen (2018): Multiplex recurrence networks - Physical Review E
Kretschmer, Marlene, Runge, J., Coumou, Dim (2017): Early prediction of extreme stratospheric polar vortex states based on causal precursors - Geophysical Research Letters
Wiedermann, Marc, Donges, Jonathan Friedemann, Handorf, D., Kurths, Jürgen, Donner, Reik V. (2017): Hierarchical structures in Northern Hemispheric extratropical winter ocean–atmosphere interactions - International Journal of Climatology
Brenner, Frank, Marwan, Norbert, Hoffmann, Peter (2017): Climate impact on spreading of airborne infectious diseases - European Physical Journal - Special Topics
Berg, K., Kraemer, J. F., Riedl, Maik, Stepan, H., Kurths, Jürgen, Wessel, N. (2017): Increased cardiorespiratory coordination in preeclampsia - Physiological Measurement
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