Publikationen

Komplexe Netzwerke, Maschinelles Lernen & Entscheidungstheorie
Guo, S., Zhou, D., Fan, Jingfang, Tong, Q., Zhu, T., Lv, W., Li, D., Havlin, S. (2019): Identifying the most influential roads basedon traffic correlation networks - European Physical Journal - Data Science
Wolf, Frederik, Kirsch, Catrin, Donner, Reik V. (2019): Edge directionality properties in complex spherical networks - Physical Review E
Runge, J., Nowack, P., Kretschmer, Marlene, Flaxman, S., Sejdinovic, D. (2019): Detecting and quantifying causal associations in large nonlinear time series datasets - Science Advances
Pan, Z., Jiao, X., Conradt, Tobias, Ding, X., Wang, H. (2019): Performance evaluation of groundwater overdraft recovery units in North and Coastal China based on DEA models - Journal of Coastal Research
Fan, Jingfang, Meng, Jun, Saberi, A. A. (2019): Percolation framework of the Earth's topography - Physical Review E
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
Öztürk, Ugur, Malik, N., Cheung, K., Marwan, Norbert, Kurths, Jürgen (2019): A network-based comparative study of extreme tropical and frontal storm rainfall over Japan - Climate Dynamics
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
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
Vantuch, T., Zelinka, I., Adamatzky, A., Marwan, Norbert (2019): Perturbations and phase transitions in swarm optimization algorithms - Natural Computing
Brenner, Frank, Marwan, Norbert (2018): Change of influenza pandemics because of climate change: Complex network simulations - Revue d' Épidémiologie et de Santé Publique
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
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)
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