Working Group Network- and machine-learning-based prediction of extreme events
da Costa, D. R., Hansen, M., Batista, A. M. (2019): Parametric perturbation in a model that describes the neuronal membrane potential - Physica A: Statistical Mechanics and its Applications
Boaretto, B. R. R., Budzinski, R. C., Prado, T. L., Kurths, Jürgen, Lopes, S. R. (2019): Protocol for suppression of phase synchronization in Hodgkin–Huxley-type networks - Physica A: Statistical Mechanics and its Applications
Zou, Y., Donner, Reik V., Marwan, Norbert, Donges, Jonathan Friedemann, Kurths, Jürgen (2019): Complex network approaches to nonlinear time series analysis - Physics Reports
Drüke, Markus, Forkel, M., von Bloh, Werner, Sakschewski, Boris, Cardoso, M., Bustamante, M., Kurths, Jürgen, Thonicke, Kirsten (2019): Improving the LPJmL4-SPITFIRE vegetation-fire model for South America using satellite data - Geoscientific Model Development
Li, H., Xu, Y., Yue, X., Kurths, Jürgen (2019): Transition-event duration in one-dimensional systems under correlated noise - Physica A: Statistical Mechanics and its Applications
Agarwal, Ankit, Caesar, Levke, Marwan, Norbert, Rathinasamy, Maheswaran, Merz, B., Kurths, Jürgen (2019): Network-based identification and characterization of teleconnections on different scales - Nature Scientific Reports
Unni, V. R., Gopalakrishnan, E. A., Syamkumar, K. S., Sujith, R. I., Surovyatkina, Elena, Kurths, Jürgen (2019): Interplay between random fluctuations and rate dependent phenomena at slow passage to limit-cycle oscillations in a bistable thermoacoustic system - Chaos
Barfuss, W., Donges, Jonathan Friedemann, Kurths, Jürgen (2019): Deterministic limit of temporal difference reinforcement learning for stochastic games - Physical Review E
Günther, M., Bartsch, R. P., Miron-Shahar, Y., Hassin-Baer, S., Inzelberg, R., Kurths, Jürgen, Plotnik, M., Kantelhardt, J. W. (2019): Coupling between leg muscle activation and EEG during normal walking, intentional stops, and freezing of gait in Parkinson's Disease - Frontiers in Physiology
Li, C., Feng, B., Li, S., Kurths, Jürgen, Chen, G. (2019): Dynamic Analysis of Digital Chaotic Maps via State-Mapping Networks - IEEE Transactions on Circuits and Systems I: Regular Papers
Kurths, Jürgen, Agarwal, A., Shukla, R., Marwan, Norbert, Rathinasamy, M., Caesar, L., Krishnan, R., Merz, B. (2019): Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach - Nonlinear Processes in Geophysics
Geier, F., Barfuss, W., Wiedermann, Marc, Kurths, Jürgen, Donges, Jonathan Friedemann (2019): The physics of governance networks: critical transitions in contagion dynamics on multilayer adaptive networks with application to the sustainable use of renewable resources - The European Physical Journal - Special Topics
Rheinwalt, A., Goswami, B., Bookhagen, B. (2019): A network-based flow accumulation algorithm for point clouds: Facet-Flow Networks (FFNs) - Journal of Geophysical Research
Li, Z., Tang, Y., Huang, T., Kurths, Jürgen (2019): Formation Control with Mismatched Orientation in Multi-Agent Systems - IEEE Transactions on Network Science and Engineering
Yang, L.-P., Bodisco, T. A., Zare, A., Marwan, Norbert, Chu-Van, T., Brown, R. J. (2019): Analysis of the nonlinear dynamics of inter-cycle combustion variations in an ethanol fumigation-diesel dual-fuel engine - Nonlinear Dynamics
Zou, W., Ocampo-Espindola, J. L., Senthilkumar, D. V., Kiss, I. Z., Zhan, M., Kurths, Jürgen (2019): Quenching and revival of oscillations induced by coupling through adaptive variables - Physical Review E
Zhao, Y., Ren, S., Kurths, Jürgen (2019): Novel criteria of ISS analysis for delayed memristive BAM neural networks - The European Physical Journal - Special Topics
Müller-Hansen, Finn, Heitzig, Jobst, Donges, Jonathan Friedemann, Cardoso, M. F., Dalla-Nora, E. L., Andrade, P., Kurths, Jürgen, Thonicke, Kirsten (2019): Can intensification of cattle ranching reduce deforestation in the Amazon? Insights from an agent-based social-ecological model - Ecological Economics
Zhu, S., Lu, J., Liu, Y., Huang, T., Kurths, Jürgen (2019): Output tracking of probabilistic Boolean networks by output feedback control - Information Sciences
Kumar, K., Biswas, D., Banerjee, T., Zou, W., Kurths, Jürgen, Senthilkumar, D. V. (2019): Revival and death of oscillation under mean-field coupling: Interplay of intrinsic and extrinsic filtering - Physical Review E
Ding, Y., Shen, J., Lu, J., Kurths, Jürgen (2019): Stochastic resonance in genetic regulatory networks under Lévy noise - Europhysics Letters (epl)
Öztürk, Ugur, Malik, N., Cheung, K., Marwan, Norbert, Kurths, Jürgen (2019): A network-based comparative study of extreme tropical and frontal storm rainfall over Japan - Climate Dynamics
Wolf, Frederik, Kirsch, Catrin, Donner, Reik V. (2019): Edge directionality properties in complex spherical networks - Physical Review E
Strnad, Felix, Barfuss, Wolfram, Donges, Jonathan Friedemann, Heitzig, Jobst (2019): Deep reinforcement learning in World-Earth system models to discover sustainable management strategies - Chaos