Chen, Min, Zhu, Zhiyi, Wagener, Thorsten, Boers, Niklas, Müller, R. Dietmar, Strobl, Josef, Camps-Valls, Gustau, Batty, Michael, Jakeman, Anthony J., Kolditz, Olaf, Nativi, Stefano, Brovelli, Maria Antonia, Creutzig, Felix, Kumar, Pankaj, Whitehead, Paul, Barton, C. Michael, Liu, Dichen, Ma, Peilong, Ma, Zaiyang, Zhang, Fengyuan, Zhang, Bo, Hou, Peng, Lü, Guonian:
Enhancing reproducibility in hybrid Earth system models
- Nature Machine Intelligence
Xie, Yiran, Liu, Teng, Ma, Xuan, Lyu, Yingshuo, Wang, Xu, Qian, Yatong, Zhang, Yongwen, Wang, Ming, Chen, Xiaosong:
Warming-driven rise in soil moisture entropy signals growing instability risk in the Asian Water Tower
- Nature Communications
Priesner, Jamir, Hötten, David, Schötz, Christof, Tietjen, Britta, Gelbrecht, Maximilian, Billing, Maik, Stenzel, Fabian, Thonicke, Kirsten:
Reducing the computational cost of dynamic global vegetation models with locally weighted hierarchical clustering
- European Physical Journal - Special Topics
Schötz, Christof, Boers, Niklas (2026):
Machine-precision prediction of low-dimensional chaotic systems from noise-free data
- Nonlinear Dynamics
Schötz, Christof (2026):
Nonparametric estimation of ordinary differential equations: Snake and stubble
- Bernoulli
Zhang, Wenjie, Huang, Yu, Bathiany, Sebastian, Shin, Yechul, Ben-Yami, Maya, Zhou, Suiping, Boers, Niklas (2026):
Probabilistic anticipation of AMOC transitions under critical forcing magnitudes and rates via deep learning
- Chaos, Solitons and Fractals
Qian, Zhen, Bathiany, Sebastian, Liu, Teng, Blaschke, Lana, Teo, Hoong Chen, Boers, Niklas (2026):
Decadal sink-source shifts of forest aboveground carbon since 1988
- Nature Communications
Liu, Qianze, Wang, Jiayu, Cai, Chunhao, Xie, Xiaoqiang, He, Wenping, Sun, Hui, Boers, Niklas (2026):
Performance comparison of early warning signals for critical transition based on power spectrum and distribution morphological characteristics
- Climate Dynamics
Chen, Min, Wu, Kai, Pradhan, Prajal, Allen, Cameron, Nativi, Stefano, Hubacek, Klaus, Voinov, Alexey, Creutzig, Felix, Filatova, Tatiana, Boers, Niklas, Meadows, Michael, Ma, Peilong, Biermann, Frank, Schellnhuber, Hans Joachim, Ludden, John, Paradiso, Maria, Batty, Michael, Guo, Huadong, Cao, Min, Hou, Peng, Lü, Guonian (2026):
Steering open-source AI to accelerate the sustainable development goals [Comment]
- Nature Communications
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
Schötz, Christof, White, Alistair, Gelbrecht, Maximilian, Boers, Niklas (2026):
Machine learning for predicting chaotic systems
- Chaos
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
Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder (2026):
Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional Resilience in Tropical Ecosystems
- Geophysical Research Letters
Bochow, Nils, Hess, Philipp, Robinson, Alexander (2026):
Physics-constrained generative machine learning-based high-resolution downscaling of Greenland's surface mass balance and surface temperature
- The Cryosphere
Liu, Teng, Morr, Andreas, Bathiany, Sebastian, Blaschke, Lana, Qian, Zhen, Diao, Chan, Smith, Taylor, Boers, Niklas (2026):
Data gaps and outliers distort critical-slowing-down-based resilience indicators
- Science Advances
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
Luo, Jing-Jia, Xia, Jiangjiang, Pan, Baoxiang, Ham, Yoo-Geun, Li, Xiaofeng, Shangguan, Wei, Xue, Wei, Wang, Yaqiang, Mu, Bin, Hong, Youngjoon, Li, Hao, Zhong, Xiaohui, Dai, Kan, Bai, Lei, Ling, Fenghua, Boers, Niklas, Bretherton, Christopher, Chen, Bin, Cho, Dongjin, Gentine, Pierre, Guo, Zijie, Huang, Xiaomeng, Kang, Daehyun, Kim, Hyunwoo J, Kim, Jeong-Hwan, Lei, Lili, Meng, Fan, Oh, Seol-Hee, Qin, Bo, Shen, Zixiong, Sun, Qiming, Tang, Yuheng, Tong, Xuan, Wan, Bingcheng, Wang, Lina, Wang, Ya, Wang, Yiming, Wu, Jiye, Xiao, Yi, Yao, Lina, Yang, Song, Yuan, Chaoxia, Yuan, Shijin, Yu, Tingzhao, Zhao, Mengchu (2026):
AI for atmosphere–ocean sciences: advancements, challenges and ways forward
- National Science Review
Smith, Taylor, Morr, Andreas, Bookhagen, Bodo, Boers, Niklas (2026):
Predicting instabilities in transient landforms and interconnected ecosystems
- Nature Communications
Morr, Andreas, Kuehn, Christian, Datseris, George (2026):
Computing resilience measures in dynamical systems
- Chaos
Bultan, Selma, Moustakis, Yiannis, Bathiany, Sebastian, Boers, Niklas, Ganzenmüller, Raphael, Gyuleva, Gergana, Pongratz, Julia (2025):
Amazon forest faces severe decline under the dual pressures of anthropogenic climate change and land-use change
- Proceedings of the National Academy of Sciences of the United States of America (PNAS)
Zhang, Hao, Xu, Jin-Jian, Cui, Hong-Wei, Li, Lin, Yang, Yaowen, Tang, Chao-Sheng, Boers, Niklas (2025):
When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system
- IEEE Geoscience and Remote Sensing Magazine
Riechers, Keno, Morr, Andreas, Lehnertz, Klaus, Lind, Pedro G., Boers, Niklas, Witthaut, Dirk, Gorjão, Leonardo Rydin (2025):
Discontinuous stochastic forcing in Greenland ice core data
- Climate Dynamics
Nai, Congyi, Chen, Xi, Yang, Shangshang, Xiao, Ziniu, Pan, Baoxiang (2025):
Boosting weather forecast via generative superensemble
- npj Climate and Atmospheric Science
Hummel, Clara, Boers, Niklas, Rypdal, Martin (2025):
Inconclusive early warning signals for Dansgaard-Oeschger events across Greenland ice cores
- Earth System Dynamics
Gelbrecht, Maximilian, Klöwer, Milan, Boers, Niklas (2025):
PseudospectralNet: Toward Hybrid Atmospheric Models for Climate Simulations
- Journal of Advances in Modeling Earth Systems
Boers, Niklas, Liu, Teng, Bathiany, Sebastian, Ben-Yami, Maya, Blaschke, Lana, Bochow, Nils, Boulton, Chris A., Lenton, Timothy M., Morr, Andreas, Nian, Da, Rypdal, Martin, Smith, Taylor (2025):
Destabilization of Earth system tipping elements
- Nature Geoscience
Mitsui, Takahito, Ditlevsen, Peter, Boers, Niklas, Crucifix, Michel (2025):
100 kyr ice age cycles as a timescale-matching problem
- Earth System Dynamics
Cheng, Mengqi, You, Qinglong, Zuo, Zhiyan, Li, Mingcai, Chen, Deliang, Boers, Niklas (2025):
Amazon deforestation intensifies atmospheric aridity through locally dominant biophysical mechanisms
- Agricultural and Forest Meteorology
Zhang, Tongzheng, Xie, Zhiwei, Zhai, Shuaizhi, Xu, Wanli, Qian, Zhen, Chen, Min (2025):
Classifying Urban Functional Zones via a Multilevel Graph Neural Network and Multimodal Geospatial Data
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Bathiany, Sebastian, Kim, Eun Joo, Boers, Niklas (2025):
Multiple modes in tropical tree cover: a multi-dimensional perspective
- Environmental Research Letters
