| 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 | 93 | 2019 |
| Application of improved CFD modeling for prediction and mitigation of traffic-related air pollution hotspots in a realistic urban street T Lauriks, R Longo, D Baetens, M Derudi, A Parente, A Bellemans, ... Atmospheric Environment 246, 118127, 2021 | 75 | 2021 |
| CFD dispersion study based on a variable Schmidt formulation for flows around different configurations of ground-mounted buildings R Longo, M Fürst, A Bellemans, M Ferrarotti, M Derudi, A Parente Building and Environment 154, 336-347, 2019 | 36 | 2019 |
| Plasma-assisted ignition of methane/air and ethylene/air mixtures: Efficiency at low and high pressures N Deak, A Bellemans, F Bisetti Proceedings of the Combustion Institute 38 (4), 6551-6558, 2021 | 30 | 2021 |
| P-DRGEP: a novel methodology for the reduction of kinetics mechanisms for plasma-assisted combustion applications A Bellemans, N Kincaid, N Deak, P Pepiot, F Bisetti Proceedings of the Combustion Institute 38 (4), 6631-6639, 2021 | 26 | 2021 |
| 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 | 26 | 2018 |
| A multi-fidelity framework for the estimation of the turbulent Schmidt number in the simulation of atmospheric dispersion R Longo, A Bellemans, M Derudi, A Parente Building and Environment 185, 107066, 2020 | 25 | 2020 |
| 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 | 17 | 2017 |
| Development of skeletal kinetics mechanisms for plasma-assisted combustion via principal component analysis A Bellemans, N Deak, F Bisetti Plasma Sources Science and Technology 29 (2), 025020, 2020 | 16 | 2020 |
| Transport properties of carbon-phenolic gas mixtures A Bellemans, JB Scoggins, RL Jaffe, TE Magin Physics of Fluids 31 (9), 2019 | 15 | 2019 |
| Reduction of a collisional-radiative mechanism for argon plasma based on principal component analysis A Bellemans, A Munafo, TE Magin, G Degrez, A Parente Physics of plasmas 22 (6), 2015 | 11 | 2015 |
| A new turbulent Schmidt number formulation based on the local turbulence level R Longo, A Bellemans, M Ferrarotti, M Derudi, A Parente ETMM12-12th international ERCOFTAC symposium on engineering turbulence …, 2018 | 6 | 2018 |
| Calculation of collision integrals for ablation species A Bellemans, T Magin 8th European Conference on Aerodynamics for Space Vehicles, Lisbon, Portugal …, 2015 | 6 | 2015 |
| Principal component analysis acceleration of rovibrational coarse-grain models for internal energy excitation and dissociation A Bellemans, A Parente, T Magin The Journal of Chemical Physics 148 (16), 2018 | 5 | 2018 |
| A machine-learning framework for plasma-assisted combustion using principal component analysis and Gaussian process regression A Bellemans, MR Malik, F Bisetti, A Parente International Conference on Uncertainty Quantification & Optimisation, 379-392, 2020 | 3 | 2020 |
| Skeletal chemical kinetics mechanisms for plasma-assisted combustion A Bellemans, NE Deak, F Bisetti AIAA Scitech 2020 Forum, 0176, 2020 | 3 | 2020 |
| Mg-local-pca method for the reduction of a collisional-radiative argon plasma mechanism A Bellemans, T Magin, G Degrez, A Parente 45th AIAA Thermophysics Conference, 3105, 2015 | 3 | 2015 |
| A novel machine learning based lumping approach for the reduction of large kinetic mechanisms for plasma-assisted combustion applications G Rekkas-Ventiris, AD Gomez, N Deak, N Kincaid, P Pepiot, F Bisetti, ... Combustion and Flame 260, 113252, 2024 | 2 | 2024 |
| Simplified plasma models based on reduced kinetics A Bellemans Université libre de Bruxelles, 2017 | 2 | 2017 |
| Pca-score method for the reduction of collisional-radiative chemistry A Bellemans, T Magin, A Coussement, A Parente 48th AIAA Plasmadynamics and Lasers Conference, 4017, 2017 | 2 | 2017 |
