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H2020Staff exchange2019–2024

ARIA · Accurate Roms for Industrial Applications

Horizon 2020 — Marie Skłodowska-Curie Actions

Duration
2019-12-01 → 2024-11-30
EU contribution
€924,600
Participants
18
Scheme
MSCA-RISE

Lines connect the coordinator with its partners. CORDIS does not always give exact coordinates for projects before 2014. These points are placed at city or country level.

Results in brief

Accurate Roms for Industrial Applications

Problem/Issue Being Addressed: The ARIA project aims to address the challenge of accurately modeling nonlinear dynamics of unsteady multi-scale problems and related phenomena. This includes applications in industrial flow control, optimization, and computer-assisted surgery. Importance for Society: Accurate modeling of these phenomena can lead to significant advancements in various industries, such as greener terrestrial vehicles, more efficient wind farms, and improved medical devices for patient-specific therapies. These advancements have the potential to benefit society by improving environmental sustainability and healthcare outcomes. Overall Objectives: The overarching objective of the ARIA project is to advance the state-of-the-art in projection-based reduced-order models (ROMs) and enhance data-driven modeling techniques. This includes leveraging ideas from large eddy simulation (LES), manifold learning, solution classification and clustering, and adaptive sampling.

Data: CORDIS, © European Union

Project objective

The project Accurate Roms for Industrial Applications aims at developing an array of mathematical methods for constructing predictive reduced-order models (ROMs) with guaranteed accuracy, robustness, reliability and efficiency for applications involving complex physical phenomena. New approaches to this challenge are proposed here with a focus on the Euler and Navier–Stokes equations of fluid flow, two of the most challenging continuum models with an extraordinary rich range of industrial applications. The mathematical modeling and solution of the Euler and Navier-Stokes equations is sometimes cited as the greatest challenge in continuum modeling of physical phenomena. This topic is selected as our principal focus because of its intrinsic importance, but also because the mathematical methods developed in addressing this very challenging task may well have an impact on other fields of knowledge. We plan to tackle these challenging objectives in this staff exchange program by combining the unique expertise of our extended research team whose members have made significant progress in ROM research during the past decade. This academic expertise is cross-fertilized by the exchange with knowledge intensive SMEs ans start up and well established industrial partners that will benefit from the scientific and technological results of the team and will challenge the solutions found with applications in real world problems.

Original text from CORDIS.

Participants

  • INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE · Le Chesnay CedexCoordinatorFrance
  • BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY · STANFORDUnited States
  • CONSERVATOIRE NATIONAL DES ARTS ET METIERS · ParisFrance
  • ESTECO SPA · TriesteItaly
  • IEFLUIDS S.R.L. · TriesteCity levelItaly
  • NUREA · BeglesFrance
  • OPTIMAD ENGINEERING SRL · TORINOItaly
  • POLITECNICO DI MILANO · MilanoItaly
  • POLITECNICO DI TORINO · TorinoItaly
  • SCUOLA INTERNAZIONALE SUPERIORE DI STUDI AVANZATI DI TRIESTE · TriesteItaly
  • UNIVERSIDAD DE SEVILLA · SevillaSpain
  • UNIVERSITA CATTOLICA DEL SACRO CUORE · MILANOItaly
  • UNIVERSITA DEGLI STUDI DI TRIESTE · TriesteItaly
  • UNIVERSITY OF SOUTH CAROLINA · ColumbiaUnited States
  • VALOREM SAS · BeglesFrance
  • VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY · Blacksburg VaUnited States
  • VIRTUALMECHANICS SL · SevillaSpain
  • VOLKSWAGEN AKTIENGESELLSCHAFT · WolfsburgGermany

Links

Data: CORDIS, © European Union