Publications

Complex Networks, Machine Learning & Decision Theory
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
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
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
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)
Bak-Coleman, Joseph B., Alfano, Mark, Barfuss, Wolfram, Bergstom, Carl T., Centeno, Miguel A., Couzin, Iain D., Donges, Jonathan Friedemann, Galesic, Mirta, Gersick, Andrew S., Jacquet, Jennifer, Kao, Albert B., Moran, Rachel E., Romanczuk, Pawel, Rubenstein, Daniel I., Tombak, Kaia J., Van Bavel, Jay J., Weber, Elke U. (2021): Stewardship of global collective behavior - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Chen, Kaiqi, Lanlan, Yu, Tingting, Zhu, Ping, Li, Kurths, Jürgen (2021): Succinct Representation of Dynamic Networks - IEEE Transactions on Knowledge and Data Engineering
Lu, Jianquan, Ho, Daniel W. C., Huang, Tingwen, Kurths, Jürgen, Trajkovic, Ljiljana (2021): IEEE Access Special Section Editorial: Recent Advances on Hybrid Complex Networks: Analysis and Control [Editorial] - IEEE Access