Raum, H., Schnake, T., Hellmann, Frank, Kurths, Jürgen, Nauck, Christian (2025):
Explainable AI for analyzing the decision of GNNs at predicting dynamic stability of complex oscillator networks
- Chaos
Galaz, Victor, Schewenius, Maria, Donges, Jonathan Friedemann, Fetzer, Ingo, Zhivkoplias, Erik, Barfuss, Wolfram, Delannoy, Louis, Wang-Erlandsson, Lan, Gelbrecht, Maximilian, Heitzig, Jobst, Hentati-Sundberg, Jonas, Kennedy, Christopher, Knecht, Nielja, Lotcheris, Romi, Mahecha, Miguel, Merrie, Andrew, Montero, David, McPhearson, Timon, Mustafa, Ahmed, Nyström, Magnus , Purves, Drew, Rocha, Juan C., Masahiro, Ryo, van der Salm, Claudia, Segun, Samuel T. , Stephenson, Anna B., Tellman, Elizabeth, Tobar, Felipe, Vadrot, Alice (2025):
AI for a Planet Under Pressure
Koutsandreas, Diamantis, Keppo, Ilkka:
A stochastic fuzzy multicriteria methodology for energy planning decision support: Case study of the electrification of the Greek road transport sector
- Technological Forecasting and Social Change
Gelbrecht, Maximilian, Klöwer, Milan, Boers, Niklas (2025):
PseudospectralNet: Toward Hybrid Atmospheric Models for Climate Simulations
- Journal of Advances in Modeling Earth Systems
Koutsandreas, Diamantis, Zamanipour, Behzad, Keppo, Ilkka:
A multicriteria modelling framework for evaluating clean energy transitions: the case of Greece as electricity exporter
- Renewable Energy
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
Hintz, Marie Josefine, Milojevic-Dupont, Nikola, Creutzig, Felix, Repke, Tim, Kaack, Lynn H. (2025):
A systematic map of machine learning for urban climate change mitigation
- Nature Cities
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
Vallejo Bernal, Sara Maria, Braun, Tobias, Marwan, Norbert, Kurths, Jürgen (2025):
PIKART: A Comprehensive Global Catalog of Atmospheric Rivers
- Journal of Geophysical Research: Atmospheres
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
Rosenlund Soysal, Emilie (2025):
Market-based wind power investments under financial frictions
- Applied Energy
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
