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Publications

Working Group Artificial Intelligence

Traxl, Dominik, Boers, Niklas, Kurths, Jürgen (2016): Deep graphs - A general framework to represent and analyze heterogeneous complex systems across scales - Chaos

https://doi.org/10.1063/1.4952963

Boers, Niklas, Bookhagen, Bodo, Marwan, Norbert, Kurths, Jürgen (2016): Spatiotemporal characteristics and synchronization of extreme rainfall in South America with focus on the Andes Mountain range - Climate Dynamics

https://doi.org/10.1007/s00382-015-2601-6

Publications

Data gaps and outliers distort critical-slowing-down-based resilience indicators

Science Advances

Liu, Teng, Morr, Andreas, Bathiany, Sebastian, ...

Conditional diffusion models for downscaling and biascorrection of Earth system model precipitation

Geoscientific Model Development

Aich, Michael, Hess, Philipp, Pan, Baoxiang, Ba...

Predicting instabilities in transient landforms and interconnected ecosystems

Nature Communications

Smith, Taylor, Morr, Andreas, Bookhagen, Bodo, ...

Nonparametric Estimation of Ordinary Differential Equations: Snake and Stubble

Schötz, Christof

Amazon forest faces severe decline under the dual pressures of anthropogenic climate change and l...

Proceedings of the National Academy of Sciences of the United States of America (PNAS)

Bultan, Selma, Moustakis, Yiannis, Bathiany, Se...

When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system

IEEE Geoscience and Remote Sensing Magazine

Zhang, Hao, Xu, Jin-Jian, Cui, Hong-Wei, Li, Li...

Discontinuous stochastic forcing in Greenland ice core data

Climate Dynamics

Riechers, Keno, Morr, Andreas, Lehnertz, Klaus,...

Boosting weather forecast via generative superensemble

npj Climate and Atmospheric Science

Nai, Congyi, Chen, Xi, Yang, Shangshang, Xiao, ...

Inconclusive early warning signals for Dansgaard-Oeschger events across Greenland ice cores

Earth System Dynamics

Hummel, Clara, Boers, Niklas, Rypdal, Martin