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Coussement Axel
Coussement Axel
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Year
Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications
G Aversano, A Bellemans, Z Li, A Coussement, O Gicquel, A Parente
Computers & chemical engineering 121, 422-441, 2019
862019
Modelling the impact of non-equilibrium discharges on reactive mixtures for simulations of plasma-assisted ignition in turbulent flows
M Castela, B Fiorina, A Coussement, O Gicquel, N Darabiha, CO Laux
Combustion and flame 166, 133-147, 2016
822016
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
M Castela, S Stepanyan, B Fiorina, A Coussement, O Gicquel, ...
Proceedings of the Combustion Institute 36 (3), 4095-4103, 2017
812017
Principal component analysis coupled with nonlinear regression for chemistry reduction
MR Malik, BJ Isaac, A Coussement, PJ Smith, A Parente
Combustion and Flame 187, 30-41, 2018
782018
Reduced-order PCA models for chemical reacting flows
BJ Isaac, A Coussement, O Gicquel, PJ Smith, A Parente
Combustion and flame 161 (11), 2785-2800, 2014
622014
Combustion modeling using Principal Component Analysis: A posteriori validation on Sandia flames D, E and F
MR Malik, PO Vega, A Coussement, A Parente
Proceedings of the Combustion Institute 38 (2), 2635-2643, 2021
552021
MG-local-PCA method for reduced order combustion modeling
A Coussement, O Gicquel, A Parente
Proceedings of the Combustion Institute 34 (1), 1117-1123, 2013
552013
Assessment of different chemistry reduction methods based on principal component analysis: Comparison of the MG-PCA and score-PCA approaches
A Coussement, BJ Isaac, O Gicquel, A Parente
Combustion and flame 168, 83-97, 2016
472016
Kernel density weighted principal component analysis of combustion processes
A Coussement, O Gicquel, A Parente
Combustion and flame 159 (9), 2844-2855, 2012
442012
Large eddy simulation of a pulsed jet in cross-flow
A Coussement, O Gicquel, G Degrez
Journal of fluid mechanics 695, 1-34, 2012
442012
Three-dimensional boundary conditions for numerical simulations of reactive compressible flows with complex thermochemistry
A Coussement, O Gicquel, J Caudal, B Fiorina, G Degrez
Journal of computational physics 231 (17), 5571-5611, 2012
292012
Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis
A Bellemans, G Aversano, A Coussement, A Parente
Computers & chemical engineering 115, 504-514, 2018
252018
Principal component analysis based combustion model in the context of a lifted methane/air flame: Sensitivity to the manifold parameters and subgrid closure
MR Malik, A Coussement, T Echekki, A Parente
Combustion and Flame 244, 112134, 2022
172022
PCA and Kriging for the efficient exploration of consistency regions in Uncertainty Quantification
G Aversano, JC Parra-Alvarez, BJ Isaac, ST Smith, A Coussement, ...
Proceedings of the Combustion Institute 37 (4), 4461-4469, 2019
172019
Reduced-order kinetic plasma models using principal component analysis: Model formulation and manifold sensitivity
A Bellemans, T Magin, A Coussement, A Parente
Physical Review Fluids 2 (7), 073201, 2017
172017
Combination of polynomial chaos and Kriging for reduced-order model of reacting flow applications
G Aversano, G D’Alessio, A Coussement, F Contino, A Parente
Results in Engineering 10, 100223, 2021
162021
Multicomponent real gas 3-D-NSCBC for direct numerical simulation of reactive compressible viscous flows
A Coussement, O Gicquel, B Fiorina, G Degrez, N Darabiha
Journal of Computational Physics 245, 259-280, 2013
132013
Investigation of temperature correction methods for fine wire thermocouple losses in low‐pressure flat premixed laminar flames
M Cafiero, V Dias, S Iavarone, A Coussement, H Jeanmart, A Parente
Combustion and Flame 244, 112248, 2022
122022
Multi-scale proper orthogonal decomposition analysis of instabilities in swirled and stratified flames
A Procacci, MM Kamal, MA Mendez, S Hochgreb, A Coussement, ...
Physics of Fluids 34 (12), 2022
112022
Advancing reacting flow simulations with data-driven models
K Zdybał, G D'Alessio, G Aversano, MR Malik, A Coussement, ...
arXiv preprint arXiv:2209.02051, 2022
112022
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Articles 1–20