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...
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 |
Similar Items
-
Gaussian basis sets for molecular calculations /
by: Huzinaga, S.
Published: (1984) -
Gaussian approximation [kasetvideo]
Published: (1969) -
Gaussian approximation [filem]
Published: (1969) -
Sensitivity Analysis of RV Reducer Rotation Error Based on Deep Gaussian Processes
by: Shousong Jin, et al.
Published: (2023-03-01) -
Dynamic Line Scan Thermography Parameter Design via Gaussian Process Emulation
by: Simon Verspeek, et al.
Published: (2022-03-01)