A novel machine learning based lumping approach for the reduction of large kinetic mechanisms for plasma-assisted combustion applications

Rekkas-Ventiris, Georgios; Duarte Gomez, Alfredo; Deak, Nicholas; Kincaid, Nicholas; Pepiot, Perrine; Bisetti, Fabrizio; Bellemans, Aurélie

doi:10.1016/j.combustflame.2023.113252

Title: A novel machine learning based lumping approach for the reduction of large kinetic mechanisms for plasma-assisted combustion applications

Journal Article · 01 February 2024 · Combustion and Flame

DOI: https://doi.org/10.1016/j.combustflame.2023.113252 · OSTI ID:2248127

; Duarte Gomez, Alfredo; Deak, Nicholas; Kincaid, Nicholas; Pepiot, Perrine; Bisetti, Fabrizio;

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Sponsoring Organization:: USDOE

Grant/Contract Number:: EE0008874

OSTI ID:: 2248127

Journal Information:: Combustion and Flame, Journal Name: Combustion and Flame Vol. 260 Journal Issue: C; ISSN 0010-2180

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

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