Sparse surrogate modeling for combustion chemistry via time-lag autoencoders and gradient-based clustering

Chemical Engineering Science 2026 Open access

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Authors: Luisa Castellanos, Rodolfo S.M. Freitas, Riccardo Malpica Galassi, Xi Jiang, Alessandro Parente Alessandro Parente
DOI: 10.1016/j.ces.2026.123323
Cited by: 0
References: 46

Fields of Study & Subjects

Model Reduction and Neural Networks Advanced Combustion Engine Technologies Combustion and flame dynamics

Publication details

Journal / source
Chemical Engineering Science
Volume
324
Pages
123323–123323
Publication date
14 January 2026
Language
EN