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Veronika Eyring
Person information
- affiliation: German Aerospace Center (DLR), Bremen, Germany
- award (2021): Gottfried Wilhelm Leibniz Prize
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2020 – today
- 2024
- [c3]Kevin Debeire, Andreas Gerhardus, Jakob Runge, Veronika Eyring:
Bootstrap aggregation and confidence measures to improve time series causal discovery. CLeaR 2024: 979-1007 - [i5]Birgit Kühbacher, Fernando Iglesias-Suarez, Niki Kilbertus, Veronika Eyring:
Towards Physically Consistent Deep Learning For Climate Model Parameterizations. CoRR abs/2406.03920 (2024) - 2023
- [j1]Arndt Kaps
, Axel Lauer
Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c2]Sungduk Yu, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Animashree Anandkumar, Noah D. Brenowitz, Veronika Eyring, Nicholas Geneva, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Akshay Subramaniam, Carl Vondrick, Rose Yu, Laure Zanna, Tian Zheng, Ryan Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Christopher S. Bretherton, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Mark Taylor, Nathan M. Urban, Janni Yuval, Guang Zhang, Mike Pritchard:
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. NeurIPS 2023 - [i4]Sungduk Yu, Walter M. Hannah, Liran Peng, Mohamed Aziz Bhouri, Ritwik Gupta, Jerry Lin, Björn Lütjens, Justus C. Will, Tom Beucler
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. CoRR abs/2306.08754 (2023) - [i3]Francesco Immorlano, Veronika Eyring, Thomas le Monnier de Gouville, Gabriele Accarino, Donatello Elia, Giovanni Aloisio, Pierre Gentine:
Transferring climate change knowledge. CoRR abs/2309.14780 (2023) - 2021
- [i2]Julia Gottfriedsen, Max Berrendorf, Pierre Gentine, Markus Reichstein, Katja Weigel, Birgit Hassler, Veronika Eyring:
On the Generalization of Agricultural Drought Classification from Climate Data. CoRR abs/2111.15452 (2021) - [i1]Arthur Grundner, Tom Beucler, Fernando Iglesias-Suarez, Pierre Gentine, Marco A. Giorgetta, Veronika Eyring:
Deep Learning Based Cloud Cover Parameterization for ICON. CoRR abs/2112.11317 (2021)
2010 – 2019
- 2019
- [c1]Violeta Teodora Trifunov
Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection. GCPR 2019: 261-273
Coauthor Index
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