Publications

Complex Networks, Machine Learning & Decision Theory
Mannone, Maria, Ribino, Patrizia, Fazio, Peppino, Marwan, Norbert (2025): Sketching a Space of Brain States - Neuroinformatics
Bathiany, Sebastian, Kim, Eun Joo, Boers, Niklas (2025): Multiple modes in tropical tree cover: a multi-dimensional perspective - Environmental Research Letters
Gambhir, Ajay, Albert, Michael J., Doe, Sylvanus S. P., Donges, Jonathan Friedemann, Farajalla, Nadim, Giatti, Leandro L., Gundimeda, Haripriya, Hendel-Blackford, Sarah, Homer-Dixon, Thomas, Hoyer, Daniel, Adan, Sumaya, Jacome-Polit, David, Kemp, Luke, Korowicz, David, Kovacic, Zora, Kwakkel, Jan, Laybourn, Laurie, Lempert, Robert, Mahamoud, Ayan, Oliver, Tom H., Pavkova, Ivana E., Ponnoly, Joseph, Satgar, Vishwas, Shipman, Megan, Sillmann, Jana, Silver, Nick, Stevenson, Samuel, Richardson, Ruth (2025): A systemic risk assessment methodological framework for the global polycrisis - Nature Communications
Guo, Zijie, Lyu, Pumeng, Ling, Fenghua, Bai, Lei, Luo, Jing-Jia, Boers, Niklas, Yamagata, Toshio, Izumo, Takeshi, Cravatte, Sophie, Capotondi, Antonietta, Ouyang, Wanli (2025): Data-driven global ocean modeling for seasonal to decadal prediction - Science Advances
Morr, Andreas, Kreher, Dörte, Boers, Niklas (2025): Red noise in continuous-time stochastic modelling - Royal Society Open Science
Banerjee, Abhirup, Gupta, Shraddha, Priyanshu, Pranava, Kar, Ankan, Saha, Ruby, Chakraborty, Tanujit, Ghosh, Dibakar, Kurths, Jürgen, Hens, Chittaranjan (2025): Recent changes in spatiotemporal patterns of heat extremes in South Asia - npj Climate and Atmospheric Science
Zhai, Shidong, Yin, Shijie, Sun, Fenglan, Kurths, Jürgen (2025): Impact of Opinion-Driven Adaptive Vigilance on Virus Spread and Opinion Evolution - IEEE Transactions on Systems, Man, and Cybernetics: Systems
Shanmugam, Lakshmanan, Lim, Chee Peng, Rihan, Fathalla A., Kurths, Jürgen (2025): Dynamical analysis of nonlinear physical systems: mathematical modelling, artificial intelligence, and applications - European Physical Journal - Special Topics
Oludehinwa, Irewola Aaron, Velichko, Andrei, Olusola, Olasunkanmi Isaac, Bolaji, Olawale Segun, Marwan, Norbert, Ogunsua, Babalola Olasupo, Njah, Abdullahi Ndzi, Ologun, Timothy Oluwaseyi (2025): Ionospheric chaos in the solar quiet current due to sudden stratospheric warming events across the European and African sectors - Nonlinear Processes in Geophysics
Grohmann, Antonia, Lenel, Friederike, Herbold, Steffen: Repayment under Flexible Loan Contracts: Evidence based on High Frequency Data - Economica
Lübke, Max, De Lucia, Marco, Petri, Stefan, Schnor, Bettina (2025): A Fast MPI-Based Distributed Hash-Table as Surrogate Model for HPC Applications - Computational Science – ICCS 2025: 25th International Conference, Singapore, July 7-9, 2025, Proceedings, Lecture Notes in Computer Science
Cai, Fenying, Lin, Shuheng, Gerten, Dieter, Yang, Song, Jiang, Xingwen, Su, Zhen, Kurths, Jürgen (2025): Intensified dominance of El Niño-like convection relevant for global atmospheric circulation variations - npj Climate and Atmospheric Science
Ghosh, Richita, Anwar, Md Sayeed, Ghosh, Dibakar, Kurths, Jürgen, Shrimali, Manish Dev (2025): Transitions to synchronization in adaptive multilayer networks with higher-order interactions - Physical Review E
Li, YuPeng, Yang, XiaoLi, Yang, Hao, Kurths, Jürgen (2025): Modeling of neuronal hyperexcitability modulated by Aβ-mediated astrocyte dysfunction - Physical Review E
Heck, L., Gelbrecht, Maximilian, Schaub, M. T., Boers, Niklas (2025): Improving the noise estimation of latent neural stochastic differential equations - Chaos
Radhakrishnan, Rohit, Pavithran, Induja, Livina, Valerie, Kurths, Jürgen, Sujith, R. I. (2025): Early warnings are too late when parameters change rapidly - Scientific Reports
Högner, Annika Ernest, Di Capua, Giorgia, Donges, Jonathan Friedemann, Donner, Reik V., Feulner, Georg, Wunderling, Nico (2025): Causal pathway from AMOC to Southern Amazon rainforest indicates stabilising interaction between two climate tipping elements - Environmental Research Letters
Schirmag, Tatjana, Wedemeyer, Jakob, Stechemesser, Annika, Wenz, Leonie (2025): Neural topic modeling reveals German television’s climate change coverage - Communications Earth and Environment
da Silva, Sidney T., Gabrick, Enrique C., de Moraes, Ana Luiza R., Viana, Ricardo L., Batista, Antonio M., Caldas, Iberê L., Kurths, Jürgen: Predicting temperatures in Brazilian states capitals via Machine Learning - European Physical Journal - Special Topics
Njinkeu Nganso, E., Ngueuteu Mbouna, S. G., Yamapi, R., Filatrella, G., Kurths, Jürgen (2025): White noise induces transitions between dynamical states in a network of nonlocally coupled birhythmic van der Pol-type systems - Nonlinear Dynamics
Peng, Shanshan, Lu, Jianquan, Wang, Yishu, Kurths, Jürgen (2025): Prescribed-time tracking synchronization of Kuramoto oscillator networks with directed graphs via sine function-based control protocol - Communications in Nonlinear Science and Numerical Simulation
Bosikun, Kehinde, Jamali, Tayeb, Ghanbarian, Behzad, Kurths, Jürgen (2025): Complex network analysis of extreme temperature events in the Contiguous United States - Atmospheric Research
Yan, Haoxuan, Xu, Yong, Liu, Qi, Wang, Xiaolong, Kurths, Jürgen (2025): Data-driven joint noise reduction strategy for flutter boundary prediction - European Physical Journal - Special Topics
da Silva, Sidney T., Gabrick, Enrique C., Protachevicz, Paulo R., Iarosz, Kelly C., Caldas, Iberê L., Batista, Antonio M., Kurths, Jürgen (2025): When climate variables improve the dengue forecasting: a machine learning approach - European Physical Journal - Special Topics
Zhao, Dan, Li, Yongge, Liu, Qi, Kurths, Jürgen, Xu, Yong (2025): Extreme events suppression in a suspended aircraft seat system under extreme environment - Communications in Nonlinear Science and Numerical Simulation
Wang, Mingzhao, Huang, Yu, Franzke, Christian L. E., Yuan, Naiming, Fu, Zuntao, Boers, Niklas (2025): Evidence for preferred propagating terrestrial heatwave pathways due to Rossby wave activity - Nature Communications
Balaji, Aswin, Tandon, Shruti, Marwan, Norbert, Kurths, Jürgen, Sujith, R. I. (2025): Nonmonotonic emergence of order from chaos in turbulent thermoacoustic fluid systems - Physical Review E
Venkatesan, Praveenkumar, Chopra, Gaurav, Ravindran, Rewanth, Gupta, Shraddha, Unni, Vishnu R., Marwan, Norbert, Kurths, Jürgen, Sujith, R. I. (2025): The circular movement of synchronous extreme precipitation preceding Kerala floods in 2018 and 2019 - Chaos
Mannone, Maria, Marwan, Norbert, Fazio, Peppino, Ribino, Patrizia (2025): Limbic and cerebellar effects in Alzheimer-Perusini’s disease: A physics-inspired approach - Biomedical Signal Processing and Control
Donges, Jonathan Friedemann, Schellnhuber, Hans Joachim, Winkelmann, Ricarda (2025): Kippdynamiken im Erdsystem - Physik: Erkenntnisse und Perspektiven
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