BALOGH Blanka
PhD candidate
Groupe de Modélisation Grande Echelle et Climat (GMGEC), équipe Modélisation de l’Atmosphère et de son Climat (ATMO)
e-mail : blanka [dot] balogh [at] meteo [dot] fr
phone : +33 5 61 07 96 22
address : Bureau 139, bâtiment Navier,
42 avenue Gaspard Coriolis,
31057 Toulouse Cedex 1, France
orcID : 0000-0002-6556-526X
Twitter : @BlankaBalogh_
Research Interests
- Subgid-scale parameterizations for the atmosphere
- AI techniques
- Climate Modelling
Education
- 2019-2022 : PhD
Development of AI-based subgrid-scale parameterization for ARPEGE-Climat.
Advisors : David Saint-Martin (CNRM/GMGEC/ATMO), Aurélien Ribes (CNRM/GMGEC/CLIMSTAT) - 2016-2019 : Ingénieur des Travaux de Météorologie
Weather Forecasts Engineer
Ecole Nationale de la Météorologie, Toulouse, France - 2014-2016 : CPGE (Paris)
- 2014 : Baccalauréat (Paris)
Publications
In progress
Balogh, B., D. Saint-Martin, and A. Ribes (2021), How to calibrate a climate model with neural network based physics ?, Geophys. Res. Lett., submitted https://www.essoar.org/doi/abs/10.1002/essoar.10508066.1
2021
Balogh, B., Saint-Martin, D., & Ribes, A. (2021). A toy model to investigate stability of AI-based dynamical systems. Geophysical Research Letters, 48, e2020GL092133. https://doi.org/10.1029/2020GL092133
Presentations
2021
Balogh, B., Saint-Martin, D., and Ribes, A. : A toy model to investigate stability of AI-based dynamical systems, EGU General Assembly 2021, online, 19–30 Apr 2021, EGU21-647, https://doi.org/10.5194/egusphere-egu21-647, 2021.