ARIA Final Workshop

Introduction

The ARIA Final Workshop will be an open international conference on Reduced Order Models (ROMs), aimed for the dissemination of the network results. The workshop will follow a high standard in the selection of presentations and papers by a programme committee of international experts of the domain.

Organizers

The scientific coordinator of ARIA project is Angelo Iollo – Inria de l’université de Bordeaux.

Other workshop organizers are: Carlo Poloni and Alberto Clarich (Esteco)

The admin contact of the workshop is Linh Nguyen – Inria Université Côte d’Azur (linh.nguyen@inria.fr ) and Anne- Laure – Inria de l’université de Bordeaux (anne-laure.gautier@inria.fr )

Date and Venue

ARIA Final Workshop will be organized from 25 – 27 November 2024 at:

Conference Hall at Area Science Park, Padriciano 99, Trieste, Italy.

P: Bus stop, B: ESTECO Hq, C: AREA main building. The ARIA Workshop will be held in the main building C

Registration

The workshop is open to public with registration to be filled in this form.

Agenda

DAY 1 – Monday 25 November 2024

Time	Talk	Speaker
13:30 – 13:55	Welcome coffee
13:55 – 14:00	Opening remarks	Angelo Iollo (Inria)
14:00 – 14:30	Regularized Reduced Order Models (Reg-ROMs) for Turbulent Flows	Traian Iliescu (VT)
14:30 – 15:00	Use of AI to enable Instant-CFD	Shahrokh Shahpar (Rolls Royce)
15:00 – 15:30	Hybrid Autoencoder/Galerkin-based approach for non-linear parametric reduced order modelling	Samir Beneddine, Camilla Fiorini, Nicolas Lepage, Iraj Mortazavi and Denis Sipp (Onera)
15:30 – 16:00	Coupling physics-based and data-driven models for the simulation of fluid/structure interaction: an application to tire hydroplaning modelling	Thibault Dairay (Michelin)
16:00 – 16:30	Short break and open discussion
16:30 – 17:00	MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under non-parameterized geometrical variability	Fabien Casenave (Safran Tech)
17:00 – 17:30	Reduced-order models for compressible flows: space-dependent aggregation models	Niccolò Tonicello (SISSA)

DAY 2 – Tuesday 26 November 2024

Time	Talk	Speaker
09:30 – 10:00	Data-driven modeling of unsteady nonlinear systems	Taraneh Sayadi (CNAM)
10:00 – 10:30	Towards a data-driven digital twin for satellites	Nicola Parolini (Politecnico di Milano)
10:30 – 11:00	Graph-based machine learning approaches for model order reduction	Federico Pichi (SISSA)
11:00 – 11:30	Short break and open discussion
11:30 – 12:00	Model Order Reduction using a collocation scheme on Chimera Meshes: Addressing the Kolmogorov N-Width Barrier	Michele Giuliano Carlino
12:00 – 14:00	Lunch
14:00 – 14:30	Scalable GNN Solutions for CFD Simulations	Michele Alessandro Bucci (Safran)
14:30 – 15:00	About the power production of the wind farm, depending on the wind characteristics of the local site	Emeline Noel (Ifpen)
15:00 – 15:30	Short break and open discussion
15:30 – 16:00	Reduced Order Modeling in Car Aerodynamics: ARIA Achievements and Open Challenges Result from ARIA	Markus Mrosek (Volkswagen) Carsten Othmer (Volkswagen) Angela Scardigli (Optimad) Haysam Telib (Optimad) Tommaso Taddei (Inria) Angelo Iollo (Inria) Gianluigi Rozza
16:00 – 16:30	Model reduction of conservation laws: nonlinear approximations and optimal projection Result from ARIA	Angelo Iollo (Inria) Tommaso Taddei (Inria) Haysam Telib (Optimad)
19:00	ARIA Social Dinner

DAY 3 – Wednesday 27 November 2024

Time	Talk	Speaker
09:30 – 10:00	Automated images segmentation of aortic aneurysms with geometrical characterization using ROMs for synthetic data generation Result from ARIA	Florian Bernard (Nurea)
10:00 – 10:30	Wind turbine noise analysis Result from ARIA	Federico Roman (University of Trieste)
10:30 – 11:00	Short break and open discussion
11:00 – 11:30	Approximate Deconvolution Leray Reduced Order Model for Convection-Dominated Flows Result from ARIA	Anna Sanfilippo (UCSC)
11:30 – 12:00	Hierarchical Model reduction: core concepts and current trends Result from ARIA	Simona Perotto (Politecnico di Milano) Erika Temellini (Politecnico di Milano)
12:00 – 14:00	Lunch
14:00 – 14:30	Enhancing spatial filters: VMS-filters and parameter optimization Result from ARIA	Maria Strazzullo (Polito)
14:30 – 15:00	ROM-based Optimization for Industrial Applications Result from ARIA	Carlo Poloni (ESTECO) Alberto Clarich (ESTECO) Haysam Telib (Optimad)
15:00 – 15:30	Short break and open discussion
15:30 – 16:00	ARIA overall result End of the event	Angelo Iollo (Inria)

Travelling to Trieste

The AREA Science Park campus is located in Padriciano, in the area of the Karst Plateau which dominates the city of Trieste.

Address: Padriciano 99 – 34149 Trieste
Coordinates: 45.657691, 13.827814

The Padriciano Campus – administrative headquarters of Area Science Park – can be reached by public transport starting from the Central Railway Station or by car from highway junction13, Padriciano exit.

Public transport from Trieste Centrale (train station)	Bus Line 51 – timetables https://www.triestetrasporti.it/it/trasporto-pubblico/linee-orari/linea-51 “Area Science Park”: the bus stop at the Campus “Piazza della Libertà”: the bus stop in Trieste center, close to the railway station “Basovizza”: the bus stop for the ones staying at the hotel in Basovizza closest to the Campus
From the highway (from the A4, direction Trieste)	After exiting the Barriera RA13/Trieste-Lisert/Tangenziale di Trieste toll booth, continue towards Trieste and take the Basovizza-Padriciano exit, towards Padriciano. Follow the directions on the signs for the Research AREA (Area Science Park).

Closest airports

Airport of Trieste (connected by Lufthansa to Frankfurt, ITA to Rome, Ryanair to Barcelona and Napoli – 40km from Trieste)https://triesteairport.it/en/By car Trieste can be reached in 30 minutes from the A4 motorway. Public transport: direct railways connection from Airport to Trieste center (https://triesteairport.it/en/trains/), in about 30 minutes. As alternative, use a sharing shuttle service that links directly Trieste Airport to Trieste center or Area Science Park (https://www.science-bus.com/user/index.php?l=en)

Airport of Venice (direct connections with all main cities in Europe – 130km from Trieste)https://www.veneziaairport.it/en/By car (https://www.veneziaairport.it/en/transport/car-rental.html) Trieste can be reached within 1:30 hours from the A4 motorway.
Public transport: Take ACTV (https://actv.avmspa.it/en) line 15 bus or the ATVO FLY BUS shuttle (https://www.atvo.it/) to Venezia Mestre railway station, then take a train (https://www.trenitalia.com/) to Trieste (about 2 hours).
As alternative, use a sharing shuttle service that links directly Venice Airport to Trieste or Area Science Park (https://www.science-bus.com/user/index.php?l=en)

Hotels in Trieste

CENTER HOTEL Via Igo Gruden 43 – Basovizza (Trieste) http://www.centerhotel.it/	3 km, 5 min by car/ 10 minutes by bus 51, connecting also to city centre.
HOTEL NH Corso Cavour, 7, Trieste (Italia) http://www.nh-hotels.it/nh/it/hotels/italia/trieste.html	Center of Trieste, close to Train Station (10 km – 20 min by car/ 30 min by bus 51)
HOTEL URBAN Androna Chiusa, 4 – Trieste http://www.urbanhotel.it/en/index.php	Center of Trieste, close to Main Square (10km – 20 min by car/ 30 min by bus 51)
HOTEL CONTINENTAL Via San Nicolò. 25 – Trieste http://www.continentalehotel.com/	Center of Trieste (10km – 20 min by car/ 30 min by bus 51)