Working Group Network- and machine-learning-based prediction of extreme events
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
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
Liu, Yang, Wang, X., Kurths, Jürgen (2019): Framework of evolutionary algorithm for investigation of influential nodes in complex networks - IEEE Transactions on Evolutionary Computation
Li, H., Xu, Yong, Kurths, Jürgen, Yue, X. (2019): Stationary distribution simulation of rare events under colored Gaussian noise - European Physical Journal B
Zinchenko, E., Navolokin, N., Shirokov, A., Khlebtsov, B., Dubrovsky, A., Saranceva, E., Abdurashitov, A., Khorovodov, A., Terskov, A., Mamedova, A., Klimova, M., Agranovich, I., Martinov, D., Tuchin, V., Semyachkina-Glushkovskaya, O., Kurths, Jürgen (2019): Pilot study of transcranial photobiomodulation of lymphatic clearance of beta-amyloid from the mouse brain: breakthrough strategies for non-pharmacologic therapy of Alzheimer’s disease - Biomedical Optics Express
Zhu, S., Lu, J., Liu, Y., Huang, T., Kurths, Jürgen (2019): Output tracking of probabilistic Boolean networks by output feedback control - Information Sciences
Yamapi, R., Yonkeu, R. M., Filatrella, G., Kurths, Jürgen (2019): Lévy noise induced transitions and enhanced stability in a birhythmic van der Pol system - The European Physical Journal B
Boers, Niklas, Goswami, Bedartha, Rheinwalt, A., Bookhagen, B., Hoskins, B., Kurths, Jürgen (2019): Complex networks reveal global pattern of extreme-rainfall teleconnections - Nature
Bera, B. K., Rakshit, S., Ghosh, D., Kurths, Jürgen (2019): Spike chimera states and firing regularities in neuronal hypernetworks - Chaos
Frolov, N. S., Grubov, V. V., Maksimenko, V. A., Lüttjohann, A., Makarov, V. V., Pavlov, A. N., Sitnikova, E., Pisarchik, A. N., Kurths, Jürgen, Hramov, A. E. (2019): Statistical properties and predictability of extreme epileptic events - Nature Scientific Reports