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Section: Partnerships and Cooperations

International Initiatives

Inria International Labs

Inria@SiliconValley

Associate Team involved in the International Lab:

MARE
  • Title: Multiscale Accurate Reduced-order model Enablers

  • International Partner (Institution - Laboratory - Researcher):

    • Stanford (United States) - VNU University of Engineering and Technology - Charbel Farhat

  • Start year: 2019

  • See also: https://team.inria.fr/memphis/mare-associate-team/

  • Reduced-order models (ROMs) are simplified mathematical models derived from the full set of partial differential equations governing the physics of the phenomenon of interest. We focus on ROMs that are data-driven as they are based on relevant solution data previously obtained. In particular we will focus on multiscale adaptive models where the large scales are governed by a PDE and the small scales are described by data driven models. To do that we will leverage on tools from data geometry, numerical PDEs and machine learning.