
IS25 - Model Reduction, Calibration and Optimal Control for Plasmas
Main Organizer:
Prof.
Didier Auroux
(
Université Côte d'Azur
, France
)
Chaired by:
Ms. Francesca Rapetti (Universite Cote d'Azur , France)
Ms. Francesca Rapetti (Universite Cote d'Azur , France)
Scheduled presentations:
-
Identification of the plasma current density in a Tokamak
-
Nonlinear compressive reduced basis approximation for PDE's
-
2D turbulent transport model reduction for magnetic fusion plasma
-
Parameter Identification for Turbulent Transport of Fusion Plasmas
-
Reduced order modeling using auto-encoder and Hamiltonian neural networks
-
Geometric Numerical Methods and Machine Learning for Highly-Oscillatory Problems
-
Equibrium reconstruction in Tokamaks using neural networks