
IS25 - Model Reduction, Calibration and Optimal Control for Plasmas
Corresponding Organizer: Prof. Didier Auroux (Université Côte d'Azur)
Chaired by:
Ms. Francesca Rapetti (Universite Cote d'Azur , France)
Ms. Francesca Rapetti (Universite Cote d'Azur , France)
Scheduled presentations:
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Identification of the plasma current density in a Tokamak
J. Blum*, C. Boulbe, B. Faugeras -
Nonlinear compressive reduced basis approximation for PDE's
A. Cohen, C. Farhat, Y. Maday*, A. Somacal -
2D turbulent transport model reduction for magnetic fusion plasma
E. Serre*, H. Bufferand, G. Ciraolo, P. Ghendrih, P. Tamain -
Parameter Identification for Turbulent Transport of Fusion Plasmas
L. lamerand*, F. Rapetti, D. Auroux -
Reduced order modeling using auto-encoder and Hamiltonian neural networks
E. Franck, G. Steimer*, L. Navoret, V. Vigon -
Geometric Numerical Methods and Machine Learning for Highly-Oscillatory Problems
L. Tremant* -
Equibrium reconstruction in Tokamaks using neural networks
G. Gros*, C. Boulbe, B. Faugeras