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