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physics.flu-dyn2019★ 25 cited
Data-Driven Correction Reduced Order Models for the Quasi-Geostrophic Equations: A Numerical Investigation
Changhong Mou, Honghu Liu, David R. Wells +1
This paper investigates the recently introduced data-driven correction reduced order model (DDC-ROM) in the numerical simulation of the quasi-geostrophic equations. The DDC-ROM use…
physics.flu-dyn2017★ 18 cited
Regularized Reduced Order Models for a Stochastic Burgers Equation
Traian Iliescu, Honghu Liu, Xuping Xie
In this paper, we study the numerical stability of reduced order models for convection-dominated stochastic systems in a relatively simple setting: a stochastic Burgers equation wi…