INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations

no code implementations • 25 Jul 2023 • Louis Serrano, Leon Migus, Yuan Yin, Jocelyn Ahmed Mazari, Patrick Gallinari

For numerical design, the development of efficient and accurate surrogate models is paramount.

Stability of implicit neural networks for long-term forecasting in dynamical systems

no code implementations • 26 May 2023 • Leon Migus, Julien Salomon, Patrick Gallinari

We develop a theory based on the stability definition of schemes to ensure the stability in forecasting of this network.