Multiphase flow applications of nonintrusive reduced-order models with Gaussian process emulation

Reduced-order models (ROMs) are computationally inexpensive simplifications of high-fidelity complex ones. Such models can be found in computational fluid dynamics where they can be used to predict the characteristics of multiphase flows. In previous work, we presented a ROM analysis framework that...

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Bibliographic Details
Main Authors: Themistoklis Botsas, Indranil Pan, Lachlan R. Mason, Omar K. Matar
Format: Article
Language:English
Published: Cambridge University Press 2022-01-01
Series:Data-Centric Engineering
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2632673622000193/type/journal_article