Publications

Complex Networks, Machine Learning & Decision Theory
Moses, William S., Cheng, Gong, Churavy, Valentin, Gelbrecht, Maximilian, Klöwer, Milan, Kump, Joseph, Morlighem, Mathieu, Williamson, Sarah, Apte, Dhruv, Berg, Paul, Giordano, Mosè, Hill, Christopher, Loose, Nora, Montoison, Alexis, Narayanan, Sri Hari Krishna, Pal, Avik, Schanen, Michel, Silvestri, Simone, Wagner, Greg, Heimbach, Patrick (2026): DJ4Earth: Differentiable, and Performance-Portable Earth System Modeling via Program Transformations - Journal of Advances in Modeling Earth Systems
Grünig, Marc, Rammer, Werner, Baumann, Martin, Albrich, Katharina, André, Frédéric, Augustynczik, Audrey L.D., Bohn, Friedrich, Bouwman, Meike, Bugmann, Harald, Collati, Alessio, Cristal, Irina, Dalmonech, Daniela, De Caceres, Miquel, De Coligny, Francois, Dobor, Laura, Dollinger, Christina, Forrester, David I., Garcia-Gonzalo, Jordi, González-Olabarria, José Ramón, Hiltner, Ulrike, Hlásny, Tomáš , Honkaniemi, Juha, Huber, Nico, Huth, Andreas, Jonard, Mathieu, Jönsson, Anna Maria, Lagergren, Frederik, Mina, Marco, Mohren, Frits, Moos, Christine, Morin, Xavier, Muys, Bart, Nieberg, Mats, Peltoniemi, Mikko, Reyer, Christopher P. O., Storms, Ilié, Thom, Dominik, Toigo, Maude, Seidl, Rupert (2026): Loss of competitive strength in European conifer species under climate change - Communications Earth and Environment
Katzenberger, Anja, Pérez-Carrasquilla, Jhayron S., Gemmell, Keighan, Galytska, Evgenia, Leclerc, Christine, P, Punya, Roy, Indrani, Varuolo-Clarke, Arianna, Tošić, Milica, Črnivec, Nina (2026): Developing Guidelines for working with Multi-Model Ensembles in CMIP - Earth System Dynamics
Richardson, Ruth, Hendel-Blackford, Sarah, Benini, Lorenzo, Donges, Jonathan Friedemann, Gibbons, Beth, Jácome-Polit, David, Kovacic, Zora, Kwakkel, Jan, Linkov, Igor, Munden, Lou, Patton, Michael Quinn, Pavkova, Ivana Ema, Schweizer, Pia-Johanna, Shipman, Megan, Silver, Nick, Stauffer, Maxime, Trump, Benjamin D., Gambhir, Ajay (2026): Principles for Just and Effective Systemic Risk Governance - Global Sustainability
Cai, Fenying, Gerten, Dieter, Zhang, Keer, Zhang, Tuantuan, Yang, Song, Kurths, Jürgen (2026): Large-scale aggregation of humid heatwaves exacerbated by coastal oceanic warming - Nature Geoscience
Schötz, Christof, White, Alistair, Gelbrecht, Maximilian, Boers, Niklas (2026): Machine learning for predicting chaotic systems - Chaos
Janssen, Carolin, Gorris, Philipp, Pahl-Wostl, Claudia, Schwarz, Luana: The social-ecological learning framework: perception, action, and learning in a changing world - Global Environmental Change
Groenke, Brian, Wessel, Jakob, Miersch, Peter, Klein, Nadja, Zscheischler, Jakob (2026): Stochastic Weather Generation for Scenario‐Neutral Impact Assessments Using Simulation‐Based Inference - Journal of Geophysical Research: Machine Learning and Computation
Fry, Jacob, Bone, Angie, Hoogland, Matthew, Pichler, Peter-Paul, Webber, Tristan, Yokomizo, Hiroyuki: Energy efficiency and decarbonisation pathways for Australian public hospitals - Journal of Industrial Ecology
Wassmer, Jonas, Antary, Nils, Hartmann, Carsten, Marwan, Norbert: A social cost gradient centrality for transportation networks - European Physical Journal - Special Topics
Cai, Fenying, Yang, Song, Lin, Shuheng, Zhang, Tuantuan (2026): Alternating Connectivity with Temporal Delays between the Pacific, Atlantic, and Indian Oceans - Ocean-Land-Atmosphere Research
Savini, Federico, Kopp, Mira, Hochstenbach, Cody, Cohen, Leshem, Berrill, Peter, Merciai, Stefano (2026): Socio-ecological inequalities in housing consumption: How income, urban form, and tenure drive carbon footprints - Ecological Economics
Saari, Connor, Kurths, Jürgen, Villarini, Gabriele, Ghanbarian, Behzad (2026): Synchronisation of Extreme Precipitation and Sea Surface Temperature Events in the Northern Hemisphere: A Complex Network Approach - International Journal of Climatology
Irankhah, Reza, Mehrabbeik, Mahtab, Parastesh, Fatemeh, Ghassemi, Farnaz, Jafari, Sajad, Chen, Guanrong, Kurths, Jürgen (2026): Network Synchronization with an Adaptive Blinking Coupling Scheme: Topological and Dynamical Generalization - Applied Mathematics and Computation
Grünig, Marc, Rammer, Werner, Senf, Cornelius, Albrich, Katharina, André, Frédéric, Augustynczik, Andrey L. D., Baumann, Martin, Bohn, Friedrich J., Bouwman, Meike, Bugmann, Harald, Collalti, Alessio, Cristal, Irina, Dalmonech, Daniela, De Coligny, Francois, Dobor, Laura, Dollinger, Christina, Espelta, Josep Maria, Forrester, David I., Garcia-Gonzalo, Jordi, González-Olabarria, José Ramón, Hiltner, Ulrike, Hlásny, Tomáš, Honkaniemi, Juha, Huber, Nica, Jonard, Mathieu, Jönsson, Anna Maria, Kunstler, Georges, Lagergren, Fredrik, Lindner, Marcus, Mina, Marco, Moos, Christine, Morin, Xavier, Muys, Bart, Nabuurs, Gert-Jan, Nieberg, Mats, Patacca, Marco, Peltoniemi, Mikko, Reyer, Christopher P. O., Schelhaas, Mart-Jan, Storms, Ilié, Thom, Dominik, Toïgo, Maude, Seidl, Rupert (2026): Climate change will increase forest disturbances in Europe throughout the 21st century - Science
Mannone, Maria, Anand, Mahathi, Fazio, Peppino, Swikir, Abdalla: Density matrix-based dynamics for quantum robotic swarms - Robotics and Autonomous Systems
Aich, Michael, Hess, Philipp, Pan, Baoxiang, Bathiany, Sebastian, Huang, Yu, Boers, Niklas (2026): Conditional diffusion models for downscaling and biascorrection of Earth system model precipitation - Geoscientific Model Development
Zhang, Jianxin, Li, Kaiwen, Wang, Ming, Liu, Kai, Gupta, Shraddha, Kurths, Jürgen (2026): Complex network-based detection and forecasting of high-intensity tropical cyclones - International Journal of Disaster Risk Reduction
Niehues, Jakob, Delabays, Robin, Büttner, Anna, Hellmann, Frank (2026): Small-signal stability of power systems with voltage droop - IEEE Transactions on Power Systems
Bill-Weilandt, Alina, Sairam, Nivedita, Wagenaar, Dennis, Rafiezadeh Shahi, Kasra, Kreibich, Heidi, Hamel, Perrine, Lallemant, David (2026): Flood damage functions for rice: synthesizing evidence and building data-driven models - Natural Hazards and Earth System Sciences
Nauck, Christian, Büttner, Anna, Liemann, Sebastian, Hellmann, Frank, Lindner, Michael (2026): Predicting the Fault‐Ride‐Through Probability of Inverter‐Dominated Power Grids Using Machine Learning - IET Generation, Transmission & Distribution
Ludescher, Josef, Meng, Jun, Fan , Jingfang, Bunde, Armin, Schellnhuber, Hans Joachim (2026): Predicting ENSO dynamics with network and complexity analyses - Chaos
Zhao, Zaibo, Zhang, Yongwen, Chen, Dean, Liu, Wenqi, Meng, Jun, Fan, Jingfang, Chen, Xiaosong, Kurths, Jürgen (2026): Anthropogenic fingerprints in global synchronization networks of high aerosol pollution events - Communications Earth and Environment