Publications

Complex Networks, Machine Learning & Decision Theory
Gupta, Shraddha, Boers, Niklas, Pappenberger, Florian, Kurths, Jürgen (2021): Complex network approach for detecting tropical cyclones - Climate Dynamics
Kluge, Lucas, Socolar, Joshua E. S., Schöll, Eckehard (2021): Random logic networks: From classical Boolean to quantum dynamics - Physical Review E
Sun, Yu, Meng, Jun, Yao, Qing, Saberi, Abbas Ali, Chen, Xiaosong, Fan, Jingfang, Kurths, Jürgen (2021): Percolation analysis of the atmospheric structure - Physical Review E
Olmi, Simona, Totz, Carl H., Schöll, Eckehard (2021): Dynamic control of intermittent renewable energy fluctuations in two-layer power grids - Cybernetics and Physics
Liu, Yaru, Liu, Shenquan, Lu, Bo, Kurths, Jürgen (2021): Mixed-mode oscillations for slow-fast perturbed systems - Physica Scripta
Ludescher, Josef, Martin, Maria A., Boers, Niklas, Bunde, Armin, Ciemer, Catrin, Fan, Jingfang, Havlin, Shlomo, Kretschmer, Marlene, Kurths, Jürgen, Runge, Jakob, Stolbova, Veronica, Surovyatkina, Elena, Schellnhuber, Hans Joachim (2021): Network-based Forecasting of Climate Phenomena - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Donges, Jonathan Friedemann, Lucht, Wolfgang, Cornell, Sarah E., Heitzig, Jobst, Barfuss, Wolfram, Lade, Steven J., Schlüter, Maja (2021): Taxonomies for structuring models for World–Earth systems analysis of the Anthropocene: subsystems, their interactions and social–ecological feedback loops - Earth System Dynamics
Bao, Xiaoge, Ji, Peng, Lin, Wei, Perc, Matjaž, Kurths, Jürgen (2021): The impact of COVID-19 on the worldwide air transportation network - Royal Society Open Science
Zhu, Junyou, Li, Xianghua, Gao, Chao, Wang, Zhen, Kurths, Jürgen (2021): Unsupervised community detection in attributed networks based on mutual information maximization - New Journal of Physics
Yang, XiaoLi, Zhang, RuiXi, Sun, ZhongKui, Kurths, Jürgen (2021): Controlling Alzheimer’s Disease Through the Deep Brain Stimulation to Thalamic Relay Cells - Frontiers in Computational Neuroscience
Shajan, Emilda, Asir, M. Paul, Dixit, Shiva, Kurths, Jürgen, Shrimali, Manish Dev (2021): Enhanced synchronization due to intermittent noise - New Journal of Physics
Hough, Ian, Sarafian, Ron, Shtein, Alexandra, Zhou, Bin, Lepeule, Johanna, Kloog, Itai (2021): Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France - Atmospheric Environment
Lacerda, Juliana C., Freitas, Celso, Macau, Elbert E. N., Kurths, Jürgen (2021): How heterogeneity in connections and cycles matter for synchronization of complex networks - Chaos
Yang, XiaoLi, Zhang, RuiXi, Sun, ZhongKui, Kurths, Jürgen (2021): Controlling Alzheimer’s Disease Through the Deep Brain Stimulation to Thalamic Relay Cells - Frontiers in Computational Neuroscience
Stechemesser, Annika, Wenz, Leonie, Kotz, Maximilian, Levermann, Anders (2021): Strong increase of racist tweets outside of climate comfort zone in Europe - Environmental Research Letters
Yang, Jun, Wang, Yichen, Xue, Bing, Li, Yunfei, Xiao, Xiangming, Xia, Jianhong, He, Baojie (2021): Contribution of urban ventilation to the thermal environment and urban energy demand: Different climate background perspectives - Science of the Total Environment
Wang, Weiping, He, Chang, Wang, Zhen, Hramov, Alexander, Fan, Denggui, Yuan, Manman, Luo, Xiong, Kurths, Jürgen (2021): Dynamic analysis of synaptic loss and synaptic compensation in the process of associative memory ability decline in Alzheimer’s disease - Applied Mathematics and Computation
Kuhla, Kilian, Willner, Sven, Otto, Christian, Geiger, Tobias, Levermann, Anders (2021): Ripple resonance amplifies economic welfare loss from weather extremes - Environmental Research Letters
Maskell, Gina Marie, Chemura, Abel, Nguyen, Huong, Gornott, Christoph, Mondal, Pinki (2021): Integration of Sentinel optical and radar data for mapping smallholder coffee production systems in Vietnam - Remote Sensing of Environment
Berner, Rico, Mehrmann, Volker, Schöll, Eckehard, Yanchuk, Serhiy (2021): The Multiplex Decomposition: An Analytic Framework for Multilayer Dynamical Networks - SIAM Journal on Applied Dynamical Systems
Ma, Jinzhong, Xu, Yong, Liu, Di, Tian, Ruilan, Ma, Shaojuan, Feudel, Ulrike, Kurths, Jürgen (2021): Suppression of noise-induced critical transitions: a linear augmentation method - European Physical Journal - Special Topics
Wunderling, Nico, Krönke, Jonathan, Wohlfarth, Valentin, Kohler, Jan, Heitzig, Jobst, Staal, Arie, Willner, Sven, Winkelmann, Ricarda, Donges, Jonathan Friedemann (2021): Modelling nonlinear dynamics of interacting tipping elements on complex networks: the PyCascades package - European Physical Journal - Special Topics
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
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
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