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Hierarchical Model Reduction Driven by a Proper Orthogonal Decomposition for Parametrized Advection-Diffusion-Reaction Proble...

by Massimiliano Lupo Pasini, Simona Perotto
Publication Type
Journal
Journal Name
Electronic Transactions on Numerical Analysis
Publication Date
Page Numbers
187 to 212
Volume
55
Issue
1

This work combines the Hierarchical Model (HiMod) reduction technique with a standard Proper Orthogonal Decomposition (POD) to solve parametrized partial differential equations for the modeling of advection-diffusion-reaction phenomena in elongated domains (e.g., pipes). This combination leads to what we define as HiPOD model reduction, which merges the reliability of HiMod reduction with the computational efficiency of POD. Two HiPOD techniques are presented and assessed by an extensive numerical verification.