Publications

Complex Networks, Machine Learning & Decision Theory
Kalkuhl, Matthias, Wenz, Leonie (2020): The impact of climate conditions on economic production. Evidence from a global panel of regions - Journal of Environmental Economics and Management
Müller-Hansen, Finn, Heitzig, Jobst, Donges, Jonathan Friedemann, Cardoso, M. F., Dalla-Nora, E. L., Andrade, P., Kurths, Jürgen, Thonicke, Kirsten (2019): Can intensification of cattle ranching reduce deforestation in the Amazon? Insights from an agent-based social-ecological model - Ecological Economics
Di Capua, Giorgia, Kretschmer, Marlene, Runge, J., Alessandri, A., Donner, Reik V., van den Hurk, B., Vellore, R., Krishnan, R., Coumou, Dim (2019): Long-lead statistical forecasts of the Indian Summer Monsoon rainfall based on causal precursors - Weather and Forecasting
Hilaire, Jérôme, Minx, J. C., Callaghan, M. W., Edmonds, J., Luderer, Gunnar, Nemet, G. F., Rogelj, J., del Mar Zamora, M. (2019): Negative emissions and international climate goals - learning from and about mitigation scenarios - Climatic Change
Strnad, Felix, Barfuss, Wolfram, Donges, Jonathan Friedemann, Heitzig, Jobst (2019): Deep reinforcement learning in World-Earth system models to discover sustainable management strategies - Chaos
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
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
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
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
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
Piemontese, L., Fetzer, I., Rockström, Johan, Jaramillo, F. (2019): Future hydroclimatic impacts on Africa: Beyond the Paris Agreement - Earth's Future
Ganzenmüller, Raphael, Pradhan, Prajal, Kropp, Jürgen P. (2019): Sectoral performance analysis of national greenhouse gas emission inventories by means of neural networks - Science of the Total Environment
Zscheischler, J., Fischer, E. M., Lange, Stefan (2019): The effect of univariate bias adjustment on multivariate hazard estimates - Earth System Dynamics
Boers, Niklas, Goswami, Bedartha, Rheinwalt, A., Bookhagen, B., Hoskins, B., Kurths, Jürgen (2019): Complex networks reveal global pattern of extreme-rainfall teleconnections - Nature
Bera, B. K., Rakshit, S., Ghosh, D., Kurths, Jürgen (2019): Spike chimera states and firing regularities in neuronal hypernetworks - Chaos
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
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
Close menu