Axel Coussement

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 4

Top Topics

Principal Component Analysis

Face Recognition

Lattice Boltzmann

Top Venues

Comput. Chem. Eng.

J. Comput. Phys.

Publications

Steven Tipler, Giuseppe D'Alessio, Quentin Van Haute, A. Parente, Francesco Contino, Axel Coussement
Predicting octane numbers relying on principal component analysis and artificial neural network. Comput. Chem. Eng. 161 (2022)
Kamila Zdybal, Giuseppe D'Alessio, Gianmarco Aversano, Mohammad Rafi Malik, Axel Coussement, James C. Sutherland, Alessandro Parente
Advancing Reacting Flow Simulations with Data-Driven Models. CoRR (2022)
Gianmarco Aversano, Aurélie Bellemans, Zhiyi Li, Axel Coussement, Olivier Gicquel, Alessandro Parente
Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications. Comput. Chem. Eng. 121 (2019)
Aurélie Bellemans, Gianmarco Aversano, Axel Coussement, Alessandro Parente
Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis. Comput. Chem. Eng. 115 (2018)
Axel Coussement, Olivier Gicquel, Benoît Fiorina, Gérard Degrez, Nasser Darabiha
Multicomponent real gas 3-D-NSCBC for direct numerical simulation of reactive compressible viscous flows. J. Comput. Phys. 245 (2013)
Axel Coussement, Olivier Gicquel, Jean Caudal, Benoît Fiorina, Gérard Degrez
Three-dimensional boundary conditions for numerical simulations of reactive compressible flows with complex thermochemistry. J. Comput. Phys. 231 (17) (2012)