Cross-Validation of Data-Driven Correction Reduced Order Modeling

Cross-Validation of Data-Driven Correction Reduced Order Modeling

In this thesis, we develop a data-driven correction reduced order model (DDC-ROM) for numerical simulation of fluid flows. The general DDC-ROM involves two stages: (1) we apply ROM filtering (such as ROM projection) to the full order model (FOM) and construct the filtered ROM (F-ROM). (2) We use da...

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Bibliographic Details
Main Author: Mou, Changhong
Other Authors: Mathematics
Format: Others
Language:en
Published: Virginia Tech 2019
Subjects:
Reduced Order Modeling
Scientific Computing
Data-Driven Modeling
Optimization
Online Access:http://hdl.handle.net/10919/87610

Internet

http://hdl.handle.net/10919/87610

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