Publications

Complex Networks, Machine Learning & Decision Theory
Gelbrecht, Maximilian, Lucarini, Valerio, Boers, Niklas, Kurths, Jürgen (2021): Analysis of a bistable climate toy model with physics-based machine learning methods - European Physical Journal - Special Topics
Ciemer, Catrin, Winkelmann, Ricarda, Kurths, Jürgen, Boers, Niklas (2021): Impact of an AMOC weakening on the stability of the southern Amazon rainforest - European Physical Journal - Special Topics
Helfmann, Luzie, Heitzig, Jobst, Koltai, Péter, Kurths, Jürgen, Schütte, Christof (2021): Statistical analysis of tipping pathways in agent-based models - European Physical Journal - Special Topics
Yanchuk, Serhiy, Roque, Antonio C., Macau, Elbert E. N., Kurths, Jürgen (2021): Dynamical phenomena in complex networks: fundamentals and applications - European Physical Journal - Special Topics
Cano-Crespo, Ana, Traxl, Dominik, Thonicke, Kirsten (2021): Spatio-temporal patterns of extreme fires in Amazonian forests - European Physical Journal - Special Topics
Müller, Paul Manuel, Heitzig, Jobst, Kurths, Jürgen, Lüdge, Kathy, Wiedermann, Marc (2021): Anticipation-induced social tipping: can the environment be stabilised by social dynamics? - European Physical Journal - Special Topics
Zou, Wei, Senthilkumar, D. V., Zhan, Meng, Kurths, Jürgen (2021): Quenching, aging, and reviving in coupled dynamical networks - Physics Reports
Ramirez Avila, Gonzalo M., Kurths, Jürgen, Gallas, Jason A. C. (2021): Ubiquity of ring structures in the control space of complex oscillators - Chaos
Wang, Weiping, He, Chang, Wang, Zhen, Cheng, Jun, Mo, Xishuo, Tian, Kuo, Fan, Denggui, Luo, Xiong, Yuan, Manman, Kurths, Jürgen (2021): Dynamic analysis of disease progression in Alzheimer’s disease under the influence of hybrid synapse and spatially correlated noise - Neurocomputing
Ambika, G., Kurths, Jürgen (2021): Tipping in complex systems: theory, methods and applications [Editorial] - European Physical Journal - Special Topics
Gelbrecht, Maximilian, Boers, Niklas, Kurths, Jürgen (2021): Variability of the low-level circulation of the South American Monsoon analysed with complex networks - European Physical Journal - Special Topics
Ansari, Sara, Anvari, Mehrnaz, Pfeffer, Oskar, Molkenthin, Nora, Moosavi, Mohammad R., Hellmann, Frank, Heitzig, Jobst, Kurths, Jürgen (2021): Moving the epidemic tipping point through topologically targeted social distancing - European Physical Journal - Special Topics
Donges, Jonathan Friedemann, Lochner, Jakob, Kitzmann, Niklas, Heitzig, Jobst, Lehmann, Sune, Wiedermann, Marc, Vollmer, Jürgen (2021): Dose-response functions and surrogate models for exploring social contagion in the Copenhagen Networks Study - European Physical Journal - Special Topics
Kittel, Tim, Müller-Hansen, Finn, Koch, Rebekka, Heitzig, Jobst, Deffuant, Guillaume, Mathias, Jean-Denis, Kurths, Jürgen (2021): From lakes and glades to viability algorithms: automatic classification of system states according to the topology of sustainable management - European Physical Journal - Special Topics
Liu, Weihang, Ye, Tao, Jägermeyr, Jonas, Müller, Christoph, Chen, Shuo, Liu, Xiaojan, Shi, Peijun (2021): Future climate change significantly alters interannual wheat yield variability over half of harvested areas - Environmental Research Letters
Haiyang, Yao, Haiyan, Wang, Zhichen, Zhang, Yong, Xu, Kurths, Jürgen (2021): A stochastic nonlinear differential propagation model for underwater acoustic propagation: Theory and solution - Chaos, Solitons and Fractals
Wang, Weiping, Sun, Yue, Yuan, Manman, Wang, Zhen, Cheng, Jun, Fan, Denggui, Kurths, Jürgen, Luo, Xiong, Wang, Chunyang (2021): Projective synchronization of memristive multidirectional associative memory neural networks via self-triggered impulsive control and its application to image protection - Chaos, Solitons and Fractals
Mengel, Matthias, Treu, Simon, Lange, Stefan, Frieler, Katja (2021): ATTRICI v1.1 - counterfactual climate for impact attribution - Geoscientific Model Development
Yang, Chenyao, Menz, Christoph, Fraga, Helder, Reis, Samuel, Machado, Nelson, Malheiro, Aureliano C., Santos, João A. (2021): Simultaneous Calibration of Grapevine Phenology and Yield with a Soil–Plant–Atmosphere System Model Using the Frequentist Method - Agronomy
Kittel, Tim, Ciemer, Catrin, Lotfi, Nastaran, Peron, Thomas, Rodrigues, Francisco, Kurths, Jürgen, Donner, Reik V. (2021): Evolving climate network perspectives on global surface air temperature effects of ENSO and strong volcanic eruptions - European Physical Journal - Special Topics
Irrgang, C., Boers, Niklas, Sonnewald, M., Barnes, E. A., Kadow, C., Staneva, J., Saynisch-Wagner, J. (2021): Towards neural Earth system modelling by integrating artificial intelligence in Earth system science - Nature Machine Intelligence
Schauberger, Bernhard, Makowski, David, Tamara, Ben-Ari, Julien, Boé, Ciais, Philippe (2021): No historical evidence for increased vulnerability of French crop production to climatic hazards - Agricultural and Forest Meteorology
Nauck, Christian, Lindner, Michael, Schürholt, Konstantin, Zhang, Haoming, Schultz, Paul, Kurths, Jürgen, Isenhardt, Ingrid, Hellmann, Frank (2021): Predicting Dynamic Stability of Power Grids using Graph Neural Networks
Sawicki, Jakub, Koulen, Julia M., Schöll, Eckehard (2021): Synchronization scenarios in three-layer networks with a hub - Chaos
Rakshit, Sarbendu, Majhi, Soumen, Kurths, Jürgen, Ghosh, Dibakar (2021): Neuronal synchronization in long-range time-varying networks - Chaos
Berner, Rico, Yanchuk, Serhiy, Maistrenko, Yuri, Schöll, Eckehard (2021): Generalized splay states in phase oscillator networks - Chaos
Asano, Yuki M., Kolb, Jakob Johannes, Heitzig, Jobst, Farmer, J. Doyne (2021): Emergent inequality and business cycles in a simple behavioral macroeconomic model - Proceedings of the National Academy of Sciences of the United States of America (PNAS)