Publications - Complex Networks, Machine Learning & Decision Theory

 
Fan, Jingfang, Meng, Jun, Ludescher, Josef, Chen, Xiaosong, Ashkenazy, Yosef , Kurths, Jürgen, Havlin, Shlomo, Schellnhuber, Hans Joachim (2021): Statistical physics approaches to the complex Earth system - Physics Reports
Rosier, Sebastian H. R., Reese, Ronja, Donges, Jonathan Friedemann, De Rydt, Jan, Gudmundsson, G. Hilmar, Winkelmann, Ricarda: The tipping points and early-warning indicators for Pine Island Glacier, West Antarctica - The Cryosphere
Mudereri, Bester Tawona, Chitata, Tavengwa, Chemura, Abel, Makaure, Joseph, Mukanga, Concilia, Abdel-Rahman, Elfatih M.: Is the protected area coverage still relevant in protecting the Southern Ground-hornbill (Bucorvus leadbeateri) biological niche in Zimbabwe? Perspectives from ecological predictions - GIScience & Remote Sensing
Wolf, Frederik, Öztürk, Ugur, Cheung, Kevin, Donner, Reik V.: Spatiotemporal patterns of synchronous heavy rainfall events in East Asia during the Baiu season - Earth System Dynamics
Sun, Fenglan, Lei, Chengyu, Kurths, Jürgen (2021): Consensus of heterogeneous discrete‐time multi‐agent systems with noise over Markov switching topologies - International Journal of Robust and Nonlinear Control
Wunderling, Nico, Krönke, Jonathan, Wohlfarth, Valentin, Kohler, Jan, Heitzig, Jobst, Staal, Arie, Willner, Sven, Winkelmann, Ricarda, Donges, Jonathan Friedemann: Modelling nonlinear dynamics of interacting tipping elements on complex networks: the PyCascades package - European Physical Journal - Special Topics
Baldini, J. U. L., Lechleitner, F. A., Breitenbach, S. F. M., van Hunen, J., Baldini, L. M., Wynn, P. M., Jamieson, R. A., Ridley, H. E., Baker, A. J., Walczak, I. W., Fohlmeister, Jens (2021): Detecting and quantifying palaeoseasonality in stalagmites using geochemical and modelling approaches - Journal of Quaternary Sciences
Berner, Rico, Vock, Simon, Schöll, Eckehard, Yanchuk, Serhiy (2021): Desynchronization transitions in adaptive networks - Physical Review Letters
Giannousakis, Anastasis, Hilaire, Jérôme, Nemet, Gregory F., Luderer, Gunnar, Pietzcker, Robert C., Dias Bleasby Rodrigues, Renato, Baumstark, Lavinia, Kriegler, Elmar (2021): 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 (2020): Basin stability and limit cycles in a conceptual model for climate tipping cascades - New Journal of Physics
Molkenthin, Nora, Schröder, Malte, Timme, Marc (2020): Scaling laws of collective ride-sharing dynamics - Physical Review Letters
Wang, Xin, Wang, Hui, Li, Chuandong, Huang, Tingwen, Kurths, Jürgen (2020): Consensus seeking in multiagent systems with Markovian switching topology under aperiodic sampled data - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Protachevicz, Paulo R., Iarosz, Kelly C., Caldas, Iberê L., Antonopoulos, Chris G., Batista, Antonio M., Kurths, Jürgen (2020): Influence of Autapses on Synchronization in Neural Networks With Chemical Synapses - Frontiers in Systems Neuroscience
Su, Zhen, Gao, Chao, Liu, Jiming, Jia, Tao, Wang, Zhen, Kurths, Jürgen (2020): Emergence of nonlinear crossover under epidemic dynamics in heterogeneous networks - Physical Review E
Zhang, XiaoYu, Xu, Yong, Liu, Qi, Kurths, Jürgen (2020): Rate-dependent tipping-delay phenomenon in a thermoacoustic system with colored noise - Science China Technological Sciences
Zhou, Bin, Erell, Evyatar, Hough, Ian, Rosenblatt, Jonathan, Just, Allan C., Novack, Victor, Kloog, Itai (2020): Estimating near‐surface air temperature across Israel using a machine learning based hybrid approach - International Journal of Climatology
Koulierakis, I., Verganelakis, D. A., Omelchenko, I., Zakharova, A., Schöll, Eckehard, Provata, A. (2020): Structural anomalies in brain networks induce dynamical pacemaker effects - Chaos
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
Cohen, J., Zhang, X., Francis, J., Jung, T., Kwok, R., Overland, J., Ballinger, T. J., Bhatt, U. S., Chen, H. W., Coumou, Dim, Feldstein, S., Gu, H., Handorf, D., Henderson, G., Ionita, M., Kretschmer, M., Laliberte, F., Lee, S., Linderholm, H. W., Maslowski, W., Peings, Y., Pfeiffer, K., Rigor, I., Semmler, T., Stroeve, J., Taylor, P. C., Vavrus, S., Vihma, T., Wang, S., Wendisch, M., Wu, Y., Yoon, J. (2020): Divergent consensuses on Arctic amplification influence on midlatitude severe winter weather - Nature Climate Change
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