Towards real-time digital twins of combustion systems via soft-clustered local reduced-order models
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Autores:
Chiara Novelli; Alberto Procacci; Lorenzo Giuntini; Alessandro Piscopo; Axel Coussement; Alessandro Parente
Publicado en:
Applications in Energy and Combustion Science, 2026, ISSN 2666-352X
Editor:
Elsevier Ltd
DOI:
10.1016/J.JAECS.2026.100466
Constrained reduced-order modeling using bounded Gaussian processes for physically consistent reacting flow predictions
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Autores:
Muhammad Azam Hafeez; Alberto Procacci; Axel Coussement; Alessandro Parente
Publicado en:
Energy and AI, 2025, ISSN 2666-5468
Editor:
Elsevier B.V.
DOI:
10.1016/J.EGYAI.2025.100554
Constrained reduced-order modeling of reacting flows using bounded Gaussian process likelihoods: application to a furnace operating under MILD conditions
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Autores:
Muhammad Azam Hafeez; Alberto Procacci; Axel Coussement; Alessandro Parente
Publicado en:
Proceedings of the Combustion Institute, 2025, ISSN 1873-2704
Editor:
Elsevier Ltd
DOI:
10.1016/J.PROCI.2025.105846