Name: Méthodes IA / Data Science pour la physique
Start: 2019-01-29T09:30:00+01:00
End: 2019-01-29T15:30:00+01:00
Location: Saint Charles

Méthodes IA / Data Science pour la physique

mardi 29 janvier 2019 - 09:30

lundi 28 janvier 2019
mardi 29 janvier 2019
09:30 Présentation des participants - Magali Muraglia
Présentation des participants
- Magali Muraglia
09:30 - 09:45
Room: CH201
09:45 Big data & machine learning en physique des particules - Yann Coadou (CPPM Marseille)
Big data & machine learning en physique des particules
- Yann Coadou (CPPM Marseille)
09:45 - 10:15
Room: CH201
10:15 Les activités deep learning en cosmologie au CPPM - Johanna Pasquet (CPPM)
Les activités deep learning en cosmologie au CPPM
- Johanna Pasquet (CPPM)
10:15 - 10:45
Room: CH201
10:45 Pause
Pause
10:45 - 11:00
Room: CH201
11:00 The GyroKinetic DataBase (GKDB) project : a community tool for code benchmarks and building fast turbulent transport models - Yann Camenen (PIIM)
The GyroKinetic DataBase (GKDB) project : a community tool for code benchmarks and building fast turbulent transport models
- Yann Camenen (PIIM)
11:00 - 11:30
Room: CH201
11:30 Data Science for the prediction of particule transport induced by energetic particle modes - David Zarzoso (PIIM)
Data Science for the prediction of particule transport induced by energetic particle modes
- David Zarzoso (PIIM)
11:30 - 12:00
Room: CH201
12:00 Detection of Turbulence Driven Magnetic Islands in Tokamaks: Towards Neural Network? - Myriam Hamed (PIIM, IRFM, CEA)
Detection of Turbulence Driven Magnetic Islands in Tokamaks: Towards Neural Network?
- Myriam Hamed (PIIM, IRFM, CEA)
12:00 - 12:30
Room: CH201
12:30 Déjeuner
Déjeuner
12:30 - 14:00
Room: CH201
14:00 PoPe method for Verification of codes and Reduction of models - Thomas Cartier-Michaud (M2P2)
PoPe method for Verification of codes and Reduction of models
- Thomas Cartier-Michaud (M2P2)
14:00 - 14:30
Room: CH201
14:30 PoPe verification of VOICE 1D-1V multispecies kinetics - Philippe Ghendrih (IRFM, CEA)
PoPe verification of VOICE 1D-1V multispecies kinetics
- Philippe Ghendrih (IRFM, CEA)
14:30 - 15:00
Room: CH201
15:00 Data analysis strategies with GYSELA - Elisabetta Caschera (IRFM, CEA)
Data analysis strategies with GYSELA
- Elisabetta Caschera (IRFM, CEA)
15:00 - 15:30
Room: CH201

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