Parameter Estimation Using a Gaussian Process Regression-Based Reduced-Order Model and Sparse Sensing: Application to a Methane/Air Lifted Jet Flame
Procacci, Alberto, Donato, Laura, Amaduzzi, Ruggero, Galletti, Chiara, Coussement, Axel, Parente, Alessandro
Published in Flow, turbulence and combustion (01.03.2024)
Published in Flow, turbulence and combustion (01.03.2024)
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Journal Article
Digital Twin for Experimental Data Fusion Applied to a Semi-Industrial Furnace Fed with H2-Rich Fuel Mixtures
Procacci, Alberto, Cafiero, Marianna, Sharma, Saurabh, Kamal, Muhammad Mustafa, Coussement, Axel, Parente, Alessandro
Published in Energies (Basel) (01.01.2023)
Published in Energies (Basel) (01.01.2023)
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Journal Article
MG-local-PCA method for reduced order combustion modeling
Coussement, Axel, Gicquel, Olivier, Parente, Alessandro
Published in Proceedings of the Combustion Institute (2013)
Published in Proceedings of the Combustion Institute (2013)
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Journal Article
Non-Premixed Filtered Tabulated Chemistry: Filtered Flame Modeling of Diffusion Flames
Obando Vega, Pedro Javier, Coussement, Axel, Sadiki, Amsini, Parente, Alessandro
Published in Fuels (01.06.2021)
Published in Fuels (01.06.2021)
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Journal Article
Non-Premixed Filtered Tabulated Chemistry for LES: Evaluation on Sandia Flames D and E
Obando Vega, Pedro Javier, Coussement, Axel, Sadiki, Amsini, Parente, Alessandro
Published in Fuels (01.09.2022)
Published in Fuels (01.09.2022)
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Journal Article
Principal component analysis based combustion model in the context of a lifted methane/air flame: Sensitivity to the manifold parameters and subgrid closure
Malik, Mohammad Rafi, Coussement, Axel, Echekki, Tarek, Parente, Alessandro
Published in Combustion and flame (01.10.2022)
Published in Combustion and flame (01.10.2022)
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Journal Article
Steam-assisted MILD-POX: A flexible process for the production of hydrogen
Lubrano Lavadera, Marco, Coussement, Axel, Parente, Alessandro
Published in International journal of hydrogen energy (04.07.2024)
Published in International journal of hydrogen energy (04.07.2024)
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Journal Article
Computed tomography of chemiluminescence using a data-driven sparse sensing framework
Procacci, Alberto, Amaduzzi, Ruggero, Coussement, Axel, Parente, Alessandro
Published in Applied thermal engineering (15.10.2024)
Published in Applied thermal engineering (15.10.2024)
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Journal Article
Application of reduced-order models based on PCA & Kriging for the development of digital twins of reacting flow applications
Aversano, Gianmarco, Bellemans, Aurélie, Li, Zhiyi, Coussement, Axel, Gicquel, Olivier, Parente, Alessandro
Published in Computers & chemical engineering (02.02.2019)
Published in Computers & chemical engineering (02.02.2019)
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Journal Article
A methodology for estimating hypersonic engine performance by coupling supersonic reactive flow simulations with machine learning techniques
Ispir, Ali Can, Saracoglu, Bayindir H., Magin, Thierry, Coussement, Axel
Published in Aerospace science and technology (01.09.2023)
Published in Aerospace science and technology (01.09.2023)
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Journal Article
Investigation of temperature correction methods for fine wire thermocouple losses in low‐pressure flat premixed laminar flames
Cafiero, Marianna, Dias, Véronique, Iavarone, Salvatore, Coussement, Axel, Jeanmart, Hervé, Parente, Alessandro
Published in Combustion and flame (01.10.2022)
Published in Combustion and flame (01.10.2022)
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Journal Article
Analysis of the information overlap between the PIV and OH chemiluminescence signals in turbulent flames using a sparse sensing framework
Procacci, Alberto, Kamal, M. Mustafa, Hochgreb, Simone, Coussement, Axel, Parente, Alessandro
Published in Combustion and flame (01.11.2023)
Published in Combustion and flame (01.11.2023)
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Journal Article