A POD-Galerkin reduced order model for a LES filtering approach

M Girfoglio, A Quaini, G Rozza - Journal of Computational Physics, 2021 - Elsevier
Abstract We propose a Proper Orthogonal Decomposition (POD)-Galerkin based Reduced
Order Model (ROM) for an implementation of the Leray model that combines a two-step …

Consistency of the full and reduced order models for evolve‐filter‐relax regularization of convection‐dominated, marginally‐resolved flows

M Strazzullo, M Girfoglio, F Ballarin… - International Journal …, 2022 - Wiley Online Library
Numerical stabilization is often used to eliminate (alleviate) the spurious oscillations
generally produced by full order models (FOMs) in under‐resolved or marginally‐resolved …

Bridging Large Eddy Simulation and Reduced Order Modeling of Convection-Dominated Flows through Spatial Filtering: Review and Perspectives

A Quaini, O San, A Veneziani, T Iliescu - arXiv preprint arXiv:2407.00231, 2024 - arxiv.org
Reduced order models (ROMs) have achieved a lot of success in reducing the
computational cost of traditional numerical methods across many disciplines. For convection …

Residual-Based Stabilized Reduced-Order Models of the Transient Convection–Diffusion–Reaction Equation Obtained Through Discrete and Continuous Projection

E Parish, M Yano, I Tezaur, T Iliescu - Archives of Computational Methods …, 2024 - Springer
Abstract Galerkin and Petrov–Galerkin projection-based reduced-order models (ROMs) of
transient partial differential equations are typically obtained by performing a dimension …

A time-relaxation reduced order model for the turbulent channel flow

PH Tsai, P Fischer, T Iliescu - Journal of Computational Physics, 2025 - Elsevier
Regularized reduced order models (Reg-ROMs) are stabilization strategies that leverage
spatial filtering to alleviate the spurious numerical oscillations generally displayed by the …

Parametric model-order-reduction development for unsteady convection

PH Tsai, P Fischer - Frontiers in Physics, 2022 - frontiersin.org
A time-averaged error indicator with POD-h Greedy is developed to drive parametric model
order reduction (pMOR) for 2D unsteady natural convection in a high-aspect ratio slot …

[HTML][HTML] Approximate deconvolution Leray reduced order model for convection-dominated flows

A Sanfilippo, I Moore, F Ballarin, T Iliescu - Finite Elements in Analysis and …, 2023 - Elsevier
In this paper, we propose a novel ROM stabilization strategy for under-resolved convection-
dominated flows, the approximate deconvolution Leray ROM (ADL-ROM). The new ADL …

An energy-based lengthscale for reduced order models of turbulent flows

C Mou, E Merzari, O San, T Iliescu - Nuclear Engineering and Design, 2023 - Elsevier
In this paper, we propose a novel reduced order model (ROM) lengthscale that is
constructed by using energy distribution arguments. The new energy-based ROM …

New Feedback Control and Adaptive Evolve-Filter-Relax Regularization for the Navier-Stokes Equations in the Convection-Dominated Regime

M Strazzullo, F Ballarin, T Iliescu, C Canuto - arXiv preprint arXiv …, 2023 - arxiv.org
We propose, analyze, and investigate numerically a novel feedback control strategy for high
Reynolds number flows. For both the continuous and the discrete (finite element) settings …

Variational Multiscale Evolve and Filter Strategies for Convection-Dominated Flows

M Strazzullo, F Ballarin, T Iliescu… - arXiv preprint arXiv …, 2024 - arxiv.org
The evolve-filter (EF) model is a filter-based numerical stabilization for under-resolved
convection-dominated flows. EF is a simple, modular, and effective strategy for both full …