A Statistical Parsimony Method for Uncertainty Quantification of FDTD Computation Based on the PCA and Ridge Regression

Runze Hu (1) , Vikass Monebhurrun (2, 3) , Ryutaro Himeno (4) , Hideo Yokota (4) , Fumie Costen (5)

1 EEE - School of Electrical and Electronic Engineering [Manchester]
2 GeePs - Laboratoire Génie électrique et électronique de Paris
3 Ecole Supérieure d'Electricité - SUPELEC (FRANCE)
4 RIKEN - RIKEN - Institute of Physical and Chemical Research [Japon]
5 School of Computer Science [Manchester]

Domaines: Electromagnétisme

Runze Hu, Vikass Monebhurrun, Ryutaro Himeno, Hideo Yokota, Fumie Costen. A Statistical Parsimony Method for Uncertainty Quantification of FDTD Computation Based on the PCA and Ridge Regression. IEEE Transactions on Antennas and Propagation, 2019, 67 (7), pp.4726-4737. ⟨10.1109/TAP.2019.2911645⟩. ⟨hal-02613313⟩