Concepedia
Statistics
Publications
9
Citations
345
H-Index
Active since
2018
Affiliations
Université Libre de Bruxelles(Current)
Vrije Universiteit Brussel
CentraleSupélec
Politecnico di Milano
Centre National de la Recherche Scientifique
Gianmarco Aversano is an author at Université Libre de Bruxelles specializing in engineering, chemical kinetics, and chemistry.
Top concepts
EngineeringChemistryChemical KineticsNatural SciencesCombustion ScienceMultiscale ModelingNumerical SimulationComputational ChemistryModeling And SimulationEnergy
Publications per year
2018–2022
Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications
Gianmarco Aversano, A. Bellemans, Zhiyi Li et al. · Computers & Chemical Engineering · 2018 · 99 citations · Full text
Digital twin of a combustion furnace operating in flameless conditions: reduced-order model development from CFD simulations
Gianmarco Aversano, Marco Ferrarotti, Alessandro Parente · Proceedings of the Combustion Institute · 2020 · 86 citations · Full text
Combination of polynomial chaos and Kriging for reduced-order model of reacting flow applications
Gianmarco Aversano, Giuseppe D’Alessio, Axel Coussement et al. · Results in Engineering · 2021 · 33 citations · Full text
A deep learning approach to infer galaxy cluster masses from Planck Compton-y parameter maps
Daniel de Andrés, Weiguang Cui, F. Ruppin et al. · Nature Astronomy · 2022 · 33 citations
Galaxy Formation, Photometry, Engineering +6
Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis
A. Bellemans, Gianmarco Aversano, Axel Coussement et al. · Computers & Chemical Engineering · 2018 · 23 citations · Full text
Reduced Order Modeling, Engineering, Computational Model +17
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