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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

1004102
Image document

Analysis of bivariate coupling by means of recurrence

 Christoph Bandt , Andreas Groth , Norbert Marwan , M. Carmen Carmen Romano , Marco Thiel
Rainer Dahlhaus; Jürgen Kurths; Peter Maass; Jens Timmer. Mathematical Methods in Signal Processing and Digital Image Analysis, Springer Berlin Heidelberg, pp.153-182, 2008, Understanding Complex Systems 978-3-540-75631-6. ⟨10.1007/978-3-540-75632-3_5⟩
Chapitre d'ouvrage hal-01701452v1