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Andreas Groth
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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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The role of oscillatory modes in US business cyclesOECD Journal: Journal of Business Cycle Measurement and Analysis, 2015, 2015 (1), pp.63-81. ⟨10.1787/jbcma-2015-5jrs0lv715wl⟩
Article dans une revue
hal-01239779v1
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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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