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Andreas Groth

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Documents
Identifiants chercheurs

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

844017
"patrice-dumas"
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Impacts of Natural Disasters on a Dynamic Economy

 Andreas Groth , Patrice Dumas , Michael Ghil , Stéphane Hallegatte
Mario 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