24 citations · 47 across the 3 of their papers we have counts for
3 papers
physics.flu-dyn2025★ 8 cited
Nonlinear projection-based model order reduction with machine learning regression for closure error modeling in the latent space
S. Ares de Parga, Radek Tezaur, Carlos G. Hernández +1
A significant advancement in nonlinear projection-based model order reduction (PMOR) is presented through a highly effective methodology. This methodology employs Gaussian process…
physics.flu-dyn2021★ 15 cited
Generalised quasilinear approximations of turbulent channel flow: Part 2. Spanwise scale interactions
Carlos G. Hernandez, Qiang Yang, Yongyun Hwang
Continuing from Part 1 (Hernández \emph{et al.}, \emph{arXiv:2108.12395}, 2021), a generalized quasilinear (GQL) approximation is studied in turbulent channel flow using a flow dec…
physics.flu-dyn2021★ 24 cited
Generalised quasilinear approximations of turbulent channel flow: Part 1. Streamwise nonlinear energy transfer
Carlos G. Hernández, Qiang Yang, Yongyun Hwang
A generalised quasilinear (GQL) approximation (Marston \emph{et al.}, \emph{Phys. Rev. Lett.}, vol. 116, 104502, 2016) is applied to turbulent channel flow at ($R…