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Alessandro Parente

Université Libre de Bruxelles (ULB)

SCHOLARLY PAPERS

16

DOWNLOADS

1,086

TOTAL CITATIONS

3

Scholarly Papers (16)

1.

Machine Learning Clustering Algorithms for the Automatic Generation of Chemical Reactor Networks from Cfd Simulations

Number of pages: 41 Posted: 27 Dec 2022
Matteo Savarese, Alberto Cuoci, Ward De Paepe and Alessandro Parente
Université Libre de Bruxelles (ULB), Polytechnic University of Milan, University of Mons (UMons) and Université Libre de Bruxelles (ULB)
Downloads 116 (613,149)

Abstract:

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MILD combustion, Chemical Reactor Networks, Clustering, Machine learning, NOx emissions

2.

Extraction and Analysis of Flow Features in Planar Synthetic Jets Using Different Machine Learning Techniques

Number of pages: 38 Posted: 25 Apr 2023
Université Libre de Bruxelles, Aero-Thermo-Mechanique Department, affiliation not provided to SSRN, Princeton University, Université Libre de Bruxelles (ULB), Université Libre de Bruxelles (ULB) and Universidad Politécnica de Madrid
Downloads 113 (626,371)

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Synthetic jets, proper orthogonal decomposition, higher order dynamic mode decomposition, vector quantization via principal component analysis, autoencoders, procrustes analysis.

3.

Evaluation of Chemistry and Mixing Time Scales on the Prediction of Partially Stirred Reactor Closures: Application to a Cabra Jet Flame

Number of pages: 21 Posted: 30 Apr 2024
Peking University, Peking University, University of Paris-Saclay, affiliation not provided to SSRN, Université Libre de Bruxelles (ULB) and Peking University
Downloads 108 (649,907)

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PaSR, Chemical time scale, Mixing time scale

4.

Physics Informed Neural Networks to Solve Radiative Transfer Equation in Absorbing-Scattering Media

Number of pages: 45 Posted: 29 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Université Libre de Bruxelles (ULB) and Université Libre de Bruxelles (ULB)
Downloads 90 (742,061)

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Radiative transfer equation (RTE), Physics-informed neural networks (PINNs), Integro-differential equations, Participating media, High temperature processes, Angular quadrature

5.

Application of a Comprehensive Atmospheric Boundary Layer Model to a Realistic Urban-Scale Wind Simulation

Number of pages: 25 Posted: 09 Nov 2023
BuildWind SPRL, Université Libre de Bruxelles (ULB), BuildWind SPRL, BuildWind SPRL and Université Libre de Bruxelles (ULB)
Downloads 86 (771,553)

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CFD, Atmospheric Boundary layer, Urban wind comfort and safety, Improved k−ω SST model

6.

Artificial Intelligence Reveals Unbalanced Sustainability Domains in Funded Research

Number of pages: 16 Posted: 23 Nov 2024
affiliation not provided to SSRN, Royal Institute of Technology (KTH), affiliation not provided to SSRN, affiliation not provided to SSRN, UCLouvain, Royal Institute of Technology (KTH) - Unit of Energy Systems, Universidad de Alicante, affiliation not provided to SSRN, Université Libre de Bruxelles (ULB) and affiliation not provided to SSRN
Downloads 82 (790,029)

Abstract:

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7.

Identification of Structural Sensitivity Zones Via Clustering for Flow Control Applications

Number of pages: 30 Posted: 05 Nov 2024
Université Libre de Bruxelles, Aero-Thermo-Mechanique Department, affiliation not provided to SSRN, Princeton University, Université Libre de Bruxelles (ULB), Université Libre de Bruxelles (ULB) and Universidad Politécnica de Madrid
Downloads 60 (961,006)

Abstract:

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Structural sensitivity, Flow Control, clustering, VQPCA, synthetic jets

8.

FiReSMOKE: an OpenFOAM-based collection of finite-rate chemistry solvers for turbulent combustion systems

Number of pages: 40 Posted: 03 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Polytechnic University of Milan and Université Libre de Bruxelles (ULB)
Downloads 58 (1,010,164)

Abstract:

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computational fluid dynamics, turbulent combustion closure, detailed chemistry, reactor-based models

9.

Enhancing Chemical Kinetic Mechanism Optimization Using Independent Component Analysis

Number of pages: 31 Posted: 28 Aug 2025 Last Revised: 24 Apr 2026
Yuki Murakami, Andrea Bertolino and Alessandro Parente
Universite Libre de Bruxelles, affiliation not provided to SSRN and Université Libre de Bruxelles (ULB)
Downloads 58 (989,921)

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Evolutionary algorithm, Ammonia, Hydrogen, Rate constant, Arrhenius parameters

10.

Experimental and Numerical Investigation of Methane Combustion in a Hcci Engineunder Enriched Oxygen Conditions

Number of pages: 39 Posted: 16 Oct 2023
affiliation not provided to SSRN, Université Libre de Bruxelles (ULB), Université Libre de Bruxelles (ULB), UCLouvain and affiliation not provided to SSRN
Downloads 57 (989,921)
Citation 1

Abstract:

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HCCI, Methane, Oxygen-enriched combustion

11.

Nox Formation in Hydrogen-Rich Fuel Blends (H2/Ch4/Co) Flames Doped with Aromatic Additive in a Semi-Industrial Scale Furnace

Number of pages: 59 Posted: 07 Jun 2023
RWTH Aachen University, affiliation not provided to SSRN, affiliation not provided to SSRN, Université Libre de Bruxelles (ULB) and Université Libre de Bruxelles (ULB)
Downloads 57 (1,020,567)
Citation 2

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H2-rich fuels, NOx formation, aromatic doping, flame temperature, semi-industrial furnace, sooty flames

12.

Steam-Assisted Mild-Pox: A Flexible Process for the Production of Hydrogen

Number of pages: 32 Posted: 14 Jul 2023
Marco Lubrano Lavadera, Axel Coussement and Alessandro Parente
Université Libre de Bruxelles (ULB), Université Libre de Bruxelles (ULB) and Université Libre de Bruxelles (ULB)
Downloads 54 (1,020,567)

Abstract:

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MILD combustion, Non-catalytic partial oxidation, Hydrogen production, Chemical kinetics, Water dilution, Hydrocarbons

13.

Enhancing Cell Agglomeration with Dynamic Clustering and Dimensionality Reduction

Number of pages: 23 Posted: 18 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Polytechnic University of Milan and Université Libre de Bruxelles (ULB)
Downloads 43 (1,145,425)

Abstract:

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Cell Agglomeration, Dimensionality Reduction, Principal Component Analysis (PCA), Dynamic Clustering, Dynamic Multi-Zone (DMZ)

14.

Local Estimation of the Mixing Model Constant for Transported Pdf Combustion Models

Number of pages: 28 Posted: 29 May 2023
affiliation not provided to SSRN, Université Libre de Bruxelles (ULB), University of Pisa and Université Libre de Bruxelles (ULB)
Downloads 37 (1,222,651)

Abstract:

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Transported PDF models, Micro-mixing models, mixing time-scale, MILD combustion, Jet-in-Hot Coflow burner

15.

Development of Multi-Region Reduced-Order Modeling Framework: Application in Atmospheric Boundary Layer Flows

Number of pages: 19 Posted: 02 Apr 2025
Universite Libre de Bruxelles, affiliation not provided to SSRN, BuildWind SPRL, BuildWind SPRL, BuildWind SPRL and Université Libre de Bruxelles (ULB)
Downloads 34 (1,277,121)

Abstract:

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Computational Fluid Dynamics Atmospheric Boundary LayerReduced-Order Models Clustering MethodsLocalized Dimensionality Reduction Gaussian Process Regression

16.

Combustion Characterization of Benzene-Doped, Hydrogen-Rich Coke Oven Gas Surrogate Mixtures: H2/Ch4/Co/N2/Co2

Number of pages: 30 Posted: 14 Mar 2025
RWTH Aachen University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Université Libre de Bruxelles (ULB) and Université Libre de Bruxelles (ULB)
Downloads 33 (1,277,121)

Abstract:

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Hydrogen-rich fuels, Nitrogen oxides (NOx), Aromatic doping, Semi-industrial combustion furnace, Sooty flames, Coke oven gas (COG)