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Andreas Groth

8
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

756015
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Interannual Variability in the North Atlantic Ocean’s Temperature Field and Its Association with the Wind Stress Forcing

 Andreas Groth , Yizhak Feliks , Dmitri D Kondrashov , Michael Ghil
Journal of Climate, 2017, 30 (7), pp.2655-2678. ⟨10.1175/jcli-d-16-0370.1⟩
Article dans une revue hal-01701108v1
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Synchronization of world economic activity

 Andreas Groth , Michael Ghil
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2017, 27 (12), ⟨10.1063/1.5001820⟩
Article dans une revue hal-01701086v1
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Pathogens trigger top-down climate forcing on ecosystem dynamics

 Eric Edeline , Andreas Groth , Bernard Cazelles , David Claessen , Ian J. Winfield
Oecologia, 2016, 181 (2), pp.519-532. ⟨10.1007/s00442-016-3575-8⟩
Article dans une revue hal-01288260v1
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Economic Cycles and Their Synchronization: A Comparison of Cyclic Modes in Three European Countries

 Lisa Sella , Gianna Vivaldo , Andreas Groth , Michael Ghil
Journal of Business Cycle Research, 2016, 12 (1), pp.25 - 48. ⟨10.1007/s41549-016-0003-4⟩
Article dans une revue hal-01701122v1
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Monte Carlo Singular Spectrum Analysis (SSA) Revisited: Detecting Oscillator Clusters in Multivariate Datasets

 Andreas Groth , Michael Ghil
Journal of Climate, 2015, 28 (19), pp.7873-7893. ⟨10.1175/JCLI-D-15-0100.1⟩
Article dans une revue hal-01701132v1
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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
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Oscillatory Climate Modes in the Indian Monsoon, North Atlantic, and Tropical Pacific

 Yizhak Feliks , Andreas Groth , Michael Ghil , Andrew W. Robertson
Journal of Climate, 2013, 26 (23), pp.9528-9544. ⟨10.1175/JCLI-D-13-00105.1⟩
Article dans une revue hal-01099078v1
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Multivariate singular spectrum analysis and the road to phase synchronization

 Andreas Groth , Michael Ghil
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2011, 84 (3), pp.9528-9544. ⟨10.1103/PhysRevE.84.036206⟩
Article dans une revue hal-01701146v1