2 papers
physics.flu-dyn2026
Nonlinear projection-based model order reduction with machine learning regression for closure error modeling in the latent space
S. Ares de Parga, Radek Tezaur, Carlos G. Hernández +1
A significant advancement in nonlinear projection-based model order reduction (PMOR) is presented through a highly effective methodology. This methodology employs Gaussian process…
math-ph2024
A subspace-adaptive weights cubature method with application to the local hyperreduction of parameterized finite element models
J. R. Bravo, J. A. Hernández, S. Ares de Parga +1
This paper is concerned with quadrature/cubature rules able to deal with multiple subspaces of functions, in such a way that the integration points are common for all the subspaces…