Axel Coussement

发表

Surrogate fuel formulation for unconventional fuels presenting unknown features

Francesco Contino, Alessandro Parente, Steven Tipler, 2017 .

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..

Multicomponent real gas 3-D-NSCBC for direct numerical simulation of reactive compressible viscous flows

Axel Coussement, Gérard Degrez, Nasser Darabiha, 2013, J. Comput. Phys..

PCA and Kriging for the efficient exploration of consistency regions in Uncertainty Quantification

Axel Coussement, Gianmarco Aversano, Olivier Gicquel, 2019 .

Combustion modeling using Principal Component Analysis: A posteriori validation on Sandia flames D, E and F

Axel Coussement, Alessandro Parente, Mohammad Rafi Malik, 2020, Proceedings of the Combustion Institute.

Three-dimensional boundary conditions for numerical simulations of reactive compressible flows with complex thermochemistry

Axel Coussement, Gérard Degrez, Olivier Gicquel, 2012, J. Comput. Phys..

Combination of polynomial chaos and Kriging for reduced-order model of reacting flow applications

Francesco Contino, Axel Coussement, Gianmarco Aversano, 2021 .

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 .

A 3-D DNS and experimental study of the effect of the recirculating flow pattern inside a reactive kernel produced by nanosecond plasma discharges in a methane-air mixture

Axel Coussement, Nasser Darabiha, Benoit Fiorina, 2017 .

Modelling the impact of non-equilibrium discharges on reactive mixtures for simulations of plasma-assisted ignition in turbulent flows

Axel Coussement, Nasser Darabiha, Benoit Fiorina, 2016 .

Application of Reduced-Order models based on the combination of PCA & Kriging on 1D flames

Axel Coussement, Gianmarco Aversano, Olivier Gicquel, 2017 .

Reduced-order PCA models for chemical reacting flows

Axel Coussement, Olivier Gicquel, Alessandro Parente, 2014 .

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

Axel Coussement, Aurélie Bellemans, Alessandro Parente, 2017 .

Assessment of different chemistry reduction methods based on principal component analysis: Comparison of the MG-PCA and score-PCA approaches

Axel Coussement, Olivier Gicquel, Alessandro Parente, 2016 .

Kernel density weighted principal component analysis of combustion processes

Axel Coussement, Olivier Gicquel, Alessandro Parente, 2012 .