ROMEU - PRIN PNRR

Title:  Reduced Order Models for Environmental and Urban flows

Funding Scheme: PRIN - PNRR Italian Research Projects of National Relevance

PI: Giovanni Stabile

Partners:  Università Cattolica del Sacro Cuore (Unit Coordinator: Francesco Ballarin), IMT Lucca (Unit Coordinator: Andrea Mola)

Timeframe: 01/12/2023 - 30/11/2025

Total Budget: 224.734 €

Related Publications:

• Harshith Gowrachari, Nicola Demo, Giovanni Stabile, Gianluigi Rozza. Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformations. Submitted. arXiv:2407.18419

• Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza. A hybrid reduced-order model for segregated fluid-structure interaction solvers in an ALE approach at high Reynolds number. Submitted. arXiv: 2406.12701

• Moaad Khamlich, Giovanni Stabile, Gianluigi Rozza, László Környei, Zoltán Horváth. A physics-based reduced order model for urban air pollution prediction. Computer Methods in Applied Mechanics and Engineering, Volume 417, Part A, 116416.doi:10.1016/j.cma.2023.116416"

• Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza. Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. Submitted. arXiv:2406.04169

• Tobias Long, Robert Barnett, Richard Jefferson-Loveday, Giovanni Stabile, Matteo Icardi. A novel reduced-order model for advection-dominated problems based on Radon-Cumulative-Distribution Transform. Submitted. arXiv:2304.14883

• Ivan Prusak, Monica Nonino, Davide Torlo, Francesco Ballarin, and Gianluigi Rozza. An optimisation-based domain-decomposition reduced order model for the incompressible Navier-Stokes equations. Computers & Mathematics with Applications, 151:172–189, 2023. doi:10.1016/j.camwa.2023.09.039. 

• Francesco Ballarin, Enrique Delgado Ávila, Andrea Mola, and Gianluigi Rozza. Mathematical modelling and computational reduction of molten glass fluid flow in a furnace melting basin. Computational and Applied Mathematics, 43(7):407, 2024. doi:10.1007/s40314-024-02921-1.

• Francesco Ballarin, Sanghyun Lee, and Son-Young Yi. Projection-based reduced order modeling of an iterative scheme for linear thermo-poroelasticity. Results in Applied Mathematics, 21:100430, 2024. doi:10.1016/j.rinam.2023.100430.

• Francesco Ballarin and Traian Iliescu. A priori error bounds for POD-ROMs for fluids: a brief survey. Submitted, 2024. arXiv:2409.00621.

• Ian Moore, Anna Sanfilippo, Francesco Ballarin, and Traian Iliescu. A priori error bounds for the approximate deconvolution Leray reduced order model. Submitted, 2024. arXiv:2410.02673.

• Maria Strazzullo, Francesco Ballarin, Traian Iliescu, and Tomás Chacón Rebollo. Variational multiscale evolve and filter strategies for convection-dominated flows. Submitted, 2024. arXiv:2411.13957.