Publications

Complex Networks, Machine Learning & Decision Theory
Souza Filho, F. A., Rocha, R. V., Estacio, A. B. S., Rolim, L. R. Z., Pontes Filho, J. D. A., Porto, V. C., Guimarães, Sullyandro Oliveira (2023): Enhancing streamflow forecasting for the Brazilian electricity sector: a strategy based on a hyper-multimodel - Revista Brasileira de Recursos Hídricos
Haselhoff, Timo, Braun, Tobias, Fiebig, André, Hornberg, Jonas, Lawrence, Bryce T., Marwan, Norbert, Moebus, Susanne (2023): Complex networks for analyzing the urban acoustic environment - Ecological Informatics
Treistmann, F., Penna, D. D. J., Khenayfis, L. de S., Cavalcante, N. B. R., Souza Filho, F. A., Rocha, R. V., Estacio, A. B. S., Rolim, L. R. S., Pontes Filho, J. D. A., Porto, V. C., Guimarães, Sullyandro Oliveira, Pessanha, J. F. M., Almeida, V. A., Chan, P. D. S., Lappicy, T., Lima, C. H. R., Detzel, D. H. M., Bessa, M. R. (2023): A Framework to Evaluate and Compare Synthetic Streamflow Scenario Generation Models - Revista Brasileira de Recursos Hídricos
Yuan, Ye, Li, Xiuting, Li, Liang, Liang, Frank, Tang, Xiuchuan, Zhang, Fumin, Goncalves, Jorge, Voss, Henning, Ding, Han, Kurths, Jürgen (2023): Machine discovery of partial differential equations from spatiotemporal data: A sparse Bayesian learning framework - Chaos
Semyachkina-Glushkovskaya, Oxana, Sergeev, Konstantin, Semenova, Nadezhda, Slepnev, Andrey, Karavaev, Anatoly, Hramkov, Alexey, Prokhorov, Mikhail, Borovkova, Ekaterina, Blokhina, Inna, Fedosov, Ivan, Shirokov, Alexander, Dubrovsky, Alexander, Terskov, Andrey, Manzhaeva, Maria, Krupnova, Valeria, Dmitrenko, Alexander, Zlatogorskaya, Daria, Adushkina, Viktoria, Evsukova, Arina, Tuzhilkin, Matvey, Elizarova, Inna, Ilyukov, Egor, Myagkov, Dmitry, Tuktarov, Dmitry, Kurths, Jürgen (2023): Machine Learning Technology for EEG-Forecast of the Blood–Brain Barrier Leakage and the Activation of the Brain’s Drainage System during Isoflurane Anesthesia - Biomolecules
Stechemesser, Annika, Kotz, Maximilian, Auffhammer, M., Wenz, Leonie (2023): Prolonged exposure weakens risk perception and behavioral mobility response: Empirical evidence from Covid-19 - Transportation Research Interdisciplinary Perspectives
Zhao, Shan , Saha, Sudipan , Xiong, Zhitong , Boers, Niklas, Zhu, Xia Xiang (2023): Exploring Geometric Deep Learning for Precipitation Nowcasting - IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium: Proceedings
Meng, Jun, Fan, Jingfang, Bhatt, Uma S., Kurths, Jürgen (2023): Arctic weather variability and connectivity - Nature Communications
Hess, Philipp, Lange, Stefan, Schötz, Christof, Boers, Niklas (2023): Deep Learning for Bias-Correcting CMIP6-Class Earth System Models - Earth's Future
Burylko, Oleksandr, Wolfrum, Matthias, Yanchuk, Serhiy, Kurths, Jürgen (2023): Time-reversible dynamics in a system of two coupled active rotators - Proceedings of the Royal Society A : Mathematical, Physical and Engineering Sciences
Nauck, Christian, Lindner, Michael, Schürholt, Konstantin , Hellmann, Frank (2023): Toward dynamic stability assessment of power grid topologies using graph neural networks - Chaos
Zhang, Shunqi, Zhao, Haiyan, Wang, Weiping, Wang, Zhen, Luo, Xiong, Hramov, Alexander, Kurths, Jürgen (2023): Edge-centric effective connection network based on muti-modal MRI for the diagnosis of Alzheimer’s disease - Neurocomputing
Gupta, Shraddha, Banerjee, Abhirup, Marwan, Norbert, Richardson, David, Magnusson, Linus, Kurths, Jürgen, Pappenberger, Florian (2023): Analysis of spatially coherent forecast error structures - Quarterly Journal of the Royal Meteorological Society
Feng, Minyu, Han, Songlin, Li, Qin, Wu, Juan, Kurths, Jürgen (2023): Harmful strong agents and asymmetric interaction can promote the frequency of cooperation in the snowdrift game - Chaos, Solitons and Fractals
Xu, Wenying , Wang, Zidong , Hu, Guoqiang , Kurths, Jürgen (2023): Hybrid Nash Equilibrium Seeking Under Partial-Decision Information: An Adaptive Dynamic Event-Triggered Approach - IEEE Transactions on Automatic Control
dos Santos, Vagner, Sales, Matheus Rolim, Muni, Sishu Shankar, Szezech, José Danilo, Batista, Antonio Marcos, Yanchuk, Serhiy, Kurths, Jürgen (2023): Identification of single- and double-well coherence–incoherence patterns by the binary distance matrix - Communications in Nonlinear Science and Numerical Simulation
Nkounga, I.B. Tagne, Xia, Yibo, Yanchuk, Serhiy, Yamapi, R., Kurths, Jürgen (2023): Generalized FitzHugh–Nagumo model with tristable dynamics: Deterministic and stochastic bifurcations - Chaos, Solitons and Fractals
Sweet, Lily-belle, Müller, Christoph, Anand, Mohit, Zscheischler, Jakob (2023): Cross-Validation Strategy Impacts the Performance and Interpretation of Machine Learning Models - Artificial Intelligence for the Earth Systems
Li, Dongyu, Liu, Shaojun, Yu, Tingting, Liu, Zhang, Sun, Silin, Bragin, Denis, Shirokov, Alexander, Navolokin, Nikita, Bragina, Olga, Hu, Zhengwu, Kurths, Jürgen, Fedosov, Ivan, Blokhina, Inna, Dubrovski, Alexander, Khorovodov, Alexander, Terskov, Andrey, Tzoy, Maria, Semyachkina-Glushkovskaya, Oxana, Zhu, Dan (2023): Photostimulation of brain lymphatics in male newborn and adult rodents for therapy of intraventricular hemorrhage - Nature Communications
Schneider, Birgit, Nocke, Thomas, Heinicker, Paul, Kienbaum, Janna (2023): Interpreting Climate Images on the Internet: Mixing Algorithmic and Interpretive Views to Enable an Intercultural Comparison (ANCI) - Mixing Methods: Practical Insights from the Humanities in the Digital Age, Digital Humanities Research
Semyachkina-Glushkovskaya, Oxana, Sokolovski, Sergey, Fedosov, Ivan, Shirokov, Alexander, Navolokin, Nikita, Bucharskaya, Alla, Blokhina, Inna, Terskov, Andrey, Dubrovski, Alexander, Telnova, Valeria, Tzven, Anna, Tzoy, Maria, Evsukova, Arina, Zhlatogosrkaya, Daria, Adushkina, Viktoria, Dmitrenko, Alexander, Manzhaeva, Maria, Krupnova, Valeria, Noghero, Alessio, Bragin, Denis, Bragina, Olga, Borisova, Ekaterina, Kurths, Jürgen, Rafailov, Edik (2023): Transcranial Photosensitizer-Free Laser Treatment of Glioblastoma in Rat Brain - International Journal of Molecular Sciences
Dayani, Zahra, Parastesh, Fatemeh, Jafari, Sajad, Schöll, Eckehard, Kurths, Jürgen, Sprott, Julien Clinton (2023): Similar Master Stability Functions for Different Coupling Schemes in Basic Chaotic Systems - International Journal of Bifurcation and Chaos
Rybalova, Elena, Schöll, Eckehard, Strelkova, Galina (2023): Controlling chimera and solitary states by additive noise in networks of chaotic maps - Journal of Difference Equations and Applications
Li, Yuhan, Feng, Minyu, Kurths, Jürgen (2023): Evolving Network Modeling Driven by the Degree Increase and Decrease Mechanism - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Dashti, Hor, Saberi, Abbas Ali, Rahbari, S. H. E., Kurths, Jürgen (2023): Emergence of rigidity percolation in flowing granular systems - Science Advances
Zhao, Dan, Li, YongGe, Xu, Yong, Liu, Qi, Kurths, Jürgen (2023): Probabilistic description of extreme oscillations and reliability analysis in rolling motion under stochastic excitation - Science China Technological Sciences