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Andreas Groth

2
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

patrice-dumas
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The role of oscillatory modes in US business cycles

Andreas Groth , M. Ghil , Stéphane Hallegatte , Patrice Dumas
OECD 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
Image document

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