Huang, Yu;Bathiany, Sebastian;Ashwin, Peter;Boers, Niklas
Deep learning for predicting rate-induced tipping
Nature Machine Intelligence
2024

Zhang, Hao;Xu, Jin-Jian;Cui, Hong-Wei;Li, Lin;Yang, Yaowen;Tang, Chao-Sheng;Boers, Niklas
When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system
IEEE Geoscience and Remote Sensing Magazine
2024
2-41

Ben-Yami, Maya;Morr, Andreas;Bathiany, Sebastian;Boers, Niklas
Uncertainties too large to predict tipping times of major Earth system components from historical data
Science Advances
2024
10
31

Salas, Hernán D.;Builes‐Jaramillo, Alejandro;Boers, Niklas;Poveda, Germán;Mesa, Óscar J.;Kurths, Jürgen
Precipitation over northern South America and the far‐eastern Pacific during ENSO: Phase synchronization at inter‐annual time scales
International Journal of Climatology
2024
44
6
2106-2123

Riechers, Keno;Gottwald, Georg;Boers, Niklas
Glacial Abrupt Climate Change as a Multiscale Phenomenon Resulting from Monostable Excitable Dynamics
Journal of Climate
2024
37
8
2741-2763

Mitsui, Takahito;Boers, Niklas
Statistical precursor signals for Dansgaard–Oeschger cooling transitions
Climate of the Past
2024
20
3
683-699

Flores, Bernardo M.;Montoya, Encarni;Sakschewski, Boris;Nascimento, Nathália;Staal, Arie;Betts, Richard A.;Levis, Carolina;Lapola, David M.;Esquível-Muelbert, Adriane;Jakovac, Catarina;Nobre, Carlos A.;Oliveira, Rafael S.;Borma, Laura S.;Nian, Da;Boers, Niklas;Hecht, Susanna B.;ter Steege, Hans;Arieira, Julia;Lucas, Isabella L.;Berenguer, Erika;Marengo, José A.;Gatti, Luciana V.;Mattos, Caio R. C.;Hirota, Marina
Critical transitions in the Amazon forest system
Nature
2024
626
7999
555-564

White, Alistair;Kilbertus, Niki;Gelbrecht, Maximilian;Boers, Niklas
Stabilized neural differential equations for learning dynamics with explicit constraints
Proceedings of the 37th International Conference on Neural Information Processing Systems
Curran Associates Inc.
2024

Bathiany, Sebastian;Nian, Da;Drüke, Markus;Boers, Niklas
Resilience Indicators for Tropical Rainforests in a Dynamic Vegetation Model
Global Change Biology
2024
30
12

Morr, Andreas;Boers, Niklas;Ashwin, Peter
Internal Noise Interference to Warnings of Tipping Points in Generic Multidimensional Dynamical Systems
SIAM Journal on Applied Dynamical Systems
2024
23
4
2793-2806