Publications - Complex Networks, Machine Learning & Decision Theory

 
Giannousakis, Anastasis, Hilaire, Jérôme, Nemet, Gregory F., Luderer, Gunnar, Pietzcker, Robert C., Dias Bleasby Rodrigues, Renato, Baumstark, Lavinia, Kriegler, Elmar: How uncertainty in technology costs and carbon dioxide removal availability affect climate mitigation pathways - Energy
Wunderling, Nico, Gelbrecht, Maximilian, Winkelmann, Ricarda, Kurths, Jürgen, Donges, Jonathan Friedemann: Basin stability and limit cycles in a conceptual model for climate tipping cascades - New Journal of Physics
Su, Zhen, Gao, Chao, Liu, Jiming, Jia, Tao, Wang, Zhen, Kurths, Jürgen: Emergence of nonlinear crossover under epidemic dynamics in heterogeneous networks - Physical Review E
Fan, Jingfang, Meng, Jun, Ludescher, Josef, Chen, Xiaosong, Ashkenazy, Yosef , Kurths, Jürgen, Havlin, Shlomo, Schellnhuber, Hans Joachim: Statistical physics approaches to the complex Earth system - Physics Reports
Zhang, XiaoYu, Xu, Yong, Liu, Qi, Kurths, Jürgen: Rate-dependent tipping-delay phenomenon in a thermoacoustic system with colored noise - Science China Technological Sciences
Li, Zheng, Zhao, Yue, Botta, Nicola, Ionescu, Cezar, Hu, Xiyang: COPOD: Copula-Based Outlier Detection - IEEE International Conference on Data Mining (ICDM)
Wiedermann, Marc, Smith, E. Keith, Heitzig, Jobst, Donges, Jonathan Friedemann (2020): A network-based microfoundation of Granovetter’s threshold model for social tipping - Scientific Reports
Donges, Jonathan Friedemann, Heitzig, Jobst, Barfuss, Wolfram, Wiedermann, Marc, Kassel, Johannes A., Kittel, Tim, Kolb, Jakob Johannes, Kolster, Till, Müller-Hansen, Finn, Otto, Ilona M., Zimmerer, Kilian B., Lucht, Wolfgang (2020): Earth system modeling with endogenous and dynamic human societies: the copan:CORE open World–Earth modeling framework - Earth System Dynamics
Jin, Xin, Wei, Du, He, Wangli, Kocarev, Ljupco, Tang, Yang, Kurths, Jürgen (2020): Twisting-based finite-time consensus for Euler-Lagrange systems with an event-triggered strategy - IEEE Transactions on Network Science and Engineering
Schwalbert, R., Amado, T., Nieto, L., Corassa, G., Rice, C., Peralta, N., Schauberger, Bernhard, Gornott, Christoph, Ciampitti, I. (2020): Mid‐season county‐level corn yield forecast for US Corn Belt integrating satellite imagery and weather variables - Crop Science
Pradhan, Prajal, Kropp, Jürgen P. (2020): Interplay between diets, health, and climate change - Sustainability
Athare, Tushar, Pradhan, Prajal, Kropp, Jürgen P. (2020): Environmental Implications and socioeconomic Characterisation of Indian Diets - Science of the Total Environment
Wang, Zhen, Jusup, Marko, Guo, Hao, Shi, Lei, Geček, Sunčana, Anand, Madhur, Perc, Matjaž, Bauch, Chris T., Kurths, Jürgen, Boccaletti, Stefano, Schellnhuber, Hans Joachim (2020): Communicating sentiment and outlook reverses inaction against collective risks - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
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
Beillouin, Damien, Schauberger, Bernhard, Bastos, Ana, Ciais, Philippe, Makowski, David (2020): Impact of extreme weather conditions on European crop production in 2018 - Philosophical Transactions of the Royal Society B - Biological Sciences
Di Capua, Giorgia, Runge, Jakob, Donner, Reik V., van den Hurk, Bart, Turner, Andrew G., Vellore, Ramesh, Krishnan, Raghavan, Coumou, Dim (2020): Dominant patterns of interaction between the tropics and mid-latitudes in boreal summer: causal relationships and the role of timescales - Weather and Climate Dynamics
Protachevicz, Paulo R., Borges, Fernando S., Iarosz, Kelly C., Baptista, Murilo S., Lameu, Ewandson L., Hansen, Matheus, Caldas, Iberê L., Szezech, José D., Batista, Antonio M., Kurths, Jürgen (2020): Influence of delayed conductance on neuronal synchronization - Frontiers in Physiology
Agarwal, Ankit, Marwan, Norbert, Maheswaran, Rathinasamy , Öztürk, Ugur, Kurths, Jürgen, Merz, Bruno (2020): Optimal design of hydrometric station networks based on complex network analysis - Hydrology and Earth System Sciences
Wunderling, Nico, Stumpf, Benedikt, Krönke, Jonathan, Staal, A., Tuinenburg, O. A., Winkelmann, Ricarda, Donges, Jonathan Friedemann (2020): How motifs condition critical thresholds for tipping cascades in complex networks: Linking micro- to macro-scales - Chaos
Krönke, Jonathan, Wunderling, Nico, Winkelmann, Ricarda, Staal, Arie, Stumpf, Benedikt, Tuinenburg, Obbe A., Donges, Jonathan Friedemann (2020): Dynamics of tipping cascades on complex networks - Physical Review E
Krichene, Hazem, Inoue, Hiroyasu, Isogai, Takashi, Chakraborty, Abhijit, Xing, Lizhi (2020): A model of the indirect losses from negative shocks in production and finance - PloS ONE
Otto, Ilona M., Donges, Jonathan Friedemann, Lucht, Wolfgang, Schellnhuber, Hans Joachim (2020): Reply to Smith et al.: Social tipping dynamics in a world constrained by conflicting interests - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Rüdiger, Sten, Plietzsch, Anton, Sagués, Francesc, Sokolov, Igor M., Kurths, Jürgen (2020): Epidemics with mutating infectivity on small-world networks - Scientific Reports
Hellmann, Frank, Schultz, Paul, Jaros, P., Levchenko, R., Kapitaniak, T., Kurths, Jürgen, Maistrenko, Y. (2020): Network-induced multistability through lossy coupling and exotic solitary states - Nature Communications
Lehmann, Jascha, Kretschmer, Marlene, Schauberger, Bernhard, Wechsung, Frank (2020): Potential for early forecast of Moroccan wheat yields based on climatic drivers - Geophysical Research Letters
Mahecha, M. D., Gans, F., Brandt, G., Christiansen, R., Cornell, S. E., Fomferra, N., Kraemer, G., Peters, J., Bodesheim, P., Camps-Valls, G., Donges, Jonathan Friedemann, Dorigo, W., Estupinan-Suarez, L. M., Gutierrez-Velez, V. H., Gutwin, M., Jung, M., Londono, M. C., Miralles, D. G., Papastefanou, P., Reichstein, M. (2020): Earth system data cubes unravel global multivariate dynamics - Earth System Dynamics
Otto, Ilona M., Wiedermann, Marc, Cremades, R., Donges, Jonathan Friedemann, Auer, Cornelia, Lucht, Wolfgang (2020): Human agency in the Anthropocene - Ecological Economics