Publications

Complex Networks, Machine Learning & Decision Theory
Jans, Yvonne, Berndes, G., Heinke, Jens, Lucht, Wolfgang, Gerten, Dieter (2018): Biomass production in plantations: Land constraints increase dependency on irrigation water - Global Change Biology Bioenergy
Yang, Y.-X., Gao, Z.-K., Wang, X.-M., Li, Y.-L., Han, J.-W., Marwan, Norbert, Kurths, Jürgen (2018): A recurrence quantification analysis-based channel-frequency convolutional neural network for emotion recognition from EEG - Chaos
Boaretto, B. R. R., Budzinski, R. C., Prado, T. L., Kurths, Jürgen, Lopes, Sergio Roberto (2018): Neuron dynamics variability and anomalous phase synchronization of neural networks - Chaos
Kretschmer, Marlene, Cohen, J., Matthias, Vivien, Runge, J., Coumou, Dim (2018): The different stratospheric influence on cold-extremes in Eurasia and North America - npj Climate and Atmospheric Science
Boers, Niklas, Ghil, M., Rousseau, D.-D. (2018): Ocean circulation, ice shelf, and sea ice interactions explain Dansgaard-Oeschger cycles - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Banerjee, T., Biswas, D., Ghosh, D., Bandyopadhyay, B., Kurths, Jürgen (2018): Transition from homogeneous to inhomogeneous limit cycles: Effect of local filtering in coupled oscillators - Physical Review E
Schultz, Paul, Hellmann, Frank, Webster, Kevin, Kurths, Jürgen (2018): Bounding the first exit from the basin: Independence times and finite-time basin stability - Chaos
Fan, Jingfang, Meng, Jun, Ashkenazy, Y., Havlin, S., Schellnhuber, Hans Joachim (2018): Climate network percolation reveals the expansion and weakening of the tropical component under global warming - Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Boaretto, B. R. R., Budzinski, R. C., Prado, T. L., Kurths, Jürgen, Lopes, Sergio Roberto (2018): Suppression of anomalous synchronization and nonstationary behavior of neural network under small-world topology - Physica A-Statistical Mechanics and its Applications
Botta, Nicola, Jansson, P., Ionescu, C. (2018): The impact of uncertainty on optimal emission policies - Earth System Dynamics
Ward, Hauke, Wenz, Leonie, Steckel, Jan Christoph, Minx, Jan C. (2018): Truncation error estimates in process life cycle assessment using input-output analysis - Journal of Industrial Ecology
Fujiwara, N., Kirchen, K., Donges, Jonathan Friedemann, Donner, Reik V. (2017): A perturbation-theoretic approach to Lagrangian flow networks - Chaos
Gao, Z.-K., Yang, Y.-X., Dang, W.-D., Cai, Q., Wang, Z., Marwan, Norbert, Boccaletti, S., Kurths, Jürgen (2017): Reconstructing multi-mode networks from multivariate time series - EPL (Europhysics Letters)
Molkenthin, Nora, Kutza, Hannes, Tupikina, Liubov, Marwan, Norbert, Donges, Jonathan Friedemann, Feudel, U., Kurths, Jürgen, Donner, Reik V. (2017): Edge anisotropy and the geometric perspective on flow networks - Chaos
Kretschmer, Marlene, Runge, J., Coumou, Dim (2017): Early prediction of extreme stratospheric polar vortex states based on causal precursors - Geophysical Research Letters
Donges, Jonathan Friedemann, Barfuss, Wolfram (2017): From math to metaphors and back again: Social-ecological resilience from a multi-agent-environment perspective - GAIA – Ecological Perspectives for Science and Society
Klamser, P. P., Wiedermann, Marc, Donges, Jonathan Friedemann, Donner, Reik V. (2017): Zealotry effects on opinion dynamics in the adaptive voter model - Physical Review E
Berg, K., Kraemer, J. F., Riedl, Maik, Stepan, H., Kurths, Jürgen, Wessel, N. (2017): Increased cardiorespiratory coordination in preeclampsia - Physiological Measurement
Kittel, Tim, Heitzig, Jobst, Webster, Kevin, Kurths, Jürgen (2017): Timing of transients: quantifying reaching times and transient behavior in complex systems - New Journal of Physics
Botta, Nicola, Jansson, P., Ionescu, C. (2017): Contributions to a computational theory of policy advice and avoidability - Journal of Functional Programming
Müller-Hansen, Finn, Schlüter, M., Mäs, M., Donges, Jonathan Friedemann, Kolb, Jakob Johannes, Thonicke, Kirsten, Heitzig, Jobst (2017): Towards representing human behavior and decision making in Earth system models - an overview of techniques and approaches - Earth System Dynamics
Botta, Nicola, Jansson, P., Ionescu, C., Christiansen, D. R., Brady, E. (2017): Sequential decision problems, dependent types and generic solutions - Logical Methods in Computer Science
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