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Andreas Groth
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Documents
Identifiants chercheurs
- andreas-groth
- 0000-0002-6690-9327
- IdRef : 253122333
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
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Coupled Climate-Economy-Ecology (CoCEB) Modeling: A Dynamic ApproachSSRN Electronic Journal, inPress, ⟨10.2139/ssrn.3697299⟩
Article dans une revue
hal-03006628v1
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