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Andreas Groth
18
Documents
Identifiants chercheurs
andreas-groth-
0000-0002-6690-9327
- IdRef : 253122333
Présentation
### Research topics
#### Mathematics
- Deep learning
- Variational auto-encoder
- Advanced spectral methods -- Singular Spectrum Analysis
- Monte Carlo hypothesis testing
#### Climate
- Global climate teleconnections
- Interannual variability of shared atmosphere-ocean mechanisms and their changes over time
- Intraseasonal variability and sub-seasonal prediction
#### Socio-economics
- Vulnerability of economies to exogenous shocks
- Influence of interannual climate variability on the economy
Compétences
Deep learning
Variational auto-encoder
Climate variability
Global climate teleconnections
Advanced spectral methods
Publications
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Coupled Climate-Economy-Ecology-Biosphere Modeling: A Dynamic and Stochastic ApproachHandbook of Climate Change Mitigation and Adaptation, Springer New York, pp.1-63, 2021, ⟨10.1007/978-1-4614-6431-0_103-1⟩
Chapitre d'ouvrage
hal-04413327v1
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Extratropical Sub-seasonal to Seasonal Oscillations and Multiple Regimes: The Dynamical Systems ViewAndrew W. Robertson; Frédéric Vitart. Sub-Seasonal to Seasonal Prediction: The Gap Between Weather and Climate Forecasting, Elsevier, pp.119 - 142, 2018, 978-0-12-811714-9. ⟨10.1016/b978-0-12-811714-9.00006-1⟩
Chapitre d'ouvrage
hal-01910214v1
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Impacts of Natural Disasters on a Dynamic EconomyMario Chavez, Michael Ghil, Jaime Urrutia-Fucugauchi. Extreme Events: Observations, Modeling, and Economics, Wiley, pp.343-360, 2015, Geophysical Monograph Series, 978-1-119-15701-4. ⟨10.1002/9781119157052.ch19⟩
Chapitre d'ouvrage
hal-01678074v1
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Analysis of bivariate coupling by means of recurrenceRainer Dahlhaus; Jürgen Kurths; Peter Maass; Jens Timmer. Mathematical Methods in Signal Processing and Digital Image Analysis, Springer Berlin Heidelberg, pp.153-182, 2008, Understanding Complex Systems 978-3-540-75631-6. ⟨10.1007/978-3-540-75632-3_5⟩
Chapitre d'ouvrage
hal-01701452v1
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Analyse der Wiederkehr in dynamischen Systemen auf einer OrdinalskalaDynamical Systems [math.DS]. Ernst-Moritz-Arndt Universität Greifswald, 2006. German. ⟨NNT : ⟩
Thèse
tel-01718849v1
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