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Andreas Groth

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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

756015
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