Aurélie Bellemans

Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications

Zhiyi Li, Axel Coussement, Gianmarco Aversano, 2019, Comput. Chem. Eng..

Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis

Axel Coussement, Gianmarco Aversano, Aurélie Bellemans, 2018, Comput. Chem. Eng..

Reduced-order kinetic plasma models using principal component analysis: model formulation and manifold sensitivity

Axel Coussement, Aurélie Bellemans, Alessandro Parente, 2017 .

MG- local-PCA method for the reduction of collisional radiative argon plasma mechanism

Axel Coussement, Gérard Degrez, Aurélie Bellemans, 2015 .

CFD dispersion study based on a variable Schmidt formulation for flows around different configurations of ground-mounted buildings

Marco Derudi, Aurélie Bellemans, Alessandro Parente, 2019, Building and Environment.

PCA-Score Method for the Reduction of Collisional-Radiative Chemistry

Axel Coussement, Aurélie Bellemans, Alessandro Parente, 2017 .