Publications

Complex Networks, Machine Learning & Decision Theory
Gelbrecht, Maximilian, Klöwer, Milan, Boers, Niklas (2025): PseudospectralNet: Toward Hybrid Atmospheric Models for Climate Simulations - Journal of Advances in Modeling Earth Systems
Sanches, Vitor H., Quiñones, Rubi, Vivas, Jonathan, Guillaume, Joseph H. A., Iwanaga, Takuya, Kwakkel, Jan H., Quinian, Allyson E., Rocha, Juan C., Crépin, Anne-Sophie, Dakos, Vasilis, Donges, Jonathan Friedemann, Lade, Steven J.: Integrating diversity and agency into social-ecological resilience metrics - Ecology and Society
da Silva, Sidney T., Gabrick, Enrique C., de Moraes, Ana Luiza R., Viana, Ricardo L., Batista, Antonio M., Caldas, Iberê L., Kurths, Jürgen (2025): Predicting temperatures in Brazilian states capitals via Machine Learning - European Physical Journal - Special Topics
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
Gohr, C., Rodríguez, G., Belomestnykh, S., Berg-Moelleken, D., Chauhan, N., Engler, J.-O., Heydebreck, L. V., Hintz, Marie Josefine, Kretschmer, M., Krügermeier, C., Meinberg, J., Rau, A.-L., Schwenck, C., Aoulkadi, I., Poll, S., Frank, E., Creutzig, Felix, Lemke, O., Maushart, M., Pfendtner-Heise, J., Rathgens, J., von Wehrden, H. (2025): Artificial intelligence in sustainable development research - Nature Sustainability
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
Ford, James D., Biesbroek, Robbert, Ford, Lea Berrang, Creutzig, Felix, Haddaway, Neal, Harper, Sherilee, Minx, Jan C., New, Mark, Sietsma, Anne J., Zavaleta-Cortijo, Carol, Callaghan, Max (2025): Recommendations for producing knowledge syntheses to inform climate change assessments - Nature Climate Change
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
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