Publications

Complex Networks, Machine Learning & Decision Theory
Wienand, J. F., Eidmann, D., Kremers, J., Heitzig, Jobst, Hellmann, Frank, Kurths, Jürgen (2019): Impact of network topology on the stability of DC microgrids - Chaos
Zscheischler, J., Fischer, E. M., Lange, Stefan (2019): The effect of univariate bias adjustment on multivariate hazard estimates - Earth System Dynamics
Bera, B. K., Rakshit, S., Ghosh, D., Kurths, Jürgen (2019): Spike chimera states and firing regularities in neuronal hypernetworks - Chaos
Piemontese, L., Fetzer, I., Rockström, Johan, Jaramillo, F. (2019): Future hydroclimatic impacts on Africa: Beyond the Paris Agreement - Earth's Future
Trauth, M. H., Asrat, A., Duesing, W., Foerster, V., Krämer, Kai-Hauke, Marwan, Norbert, Maslin, M. A., Schaebitz, F. (2019): Classifying past climate change in the Chew Bahir basin, southern Ethiopia, using recurrence quantification analysis - Climate Dynamics
Vantuch, T., Zelinka, I., Adamatzky, A., Marwan, Norbert (2019): Perturbations and phase transitions in swarm optimization algorithms - Natural Computing
Zhang, Y., Fan, Jingfang, Chen, X., Ashkenazy, Y., Havlin, S. (2019): Significant impact of Rossby waves on air pollution detected by network analysis - Geophysical Research Letters
Boers, Niklas, Goswami, Bedartha, Rheinwalt, A., Bookhagen, B., Hoskins, B., Kurths, Jürgen (2019): Complex networks reveal global pattern of extreme-rainfall teleconnections - Nature
Brenner, Frank, Marwan, Norbert (2018): Change of influenza pandemics because of climate change: Complex network simulations - Revue d' Épidémiologie et de Santé Publique
Eroglu, Deniz, Marwan, Norbert, Stebich, M., Kurths, Jürgen (2018): Multiplex recurrence networks - Physical Review E
Kretschmer, Marlene, Coumou, Dim, Agel, L., Barlow, M., Tziperman, E., Cohen, J. (2018): More-persistent weak stratospheric polar vortex states linked to cold extremes - Bulletin of the American Meteorological Society
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
Fan, Jingfang, Meng, Jun, Ashkenazy, Y., Havlin, S., Schellnhuber, Hans Joachim (2018): Climate network percolation reveals the expansion and weakening of the tropical component under global warming - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
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
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
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
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