14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.CE2024
Modular parametric PGD enabling online solution of partial differential equations
Angelo Pasquale, Mohammad-Javad Kazemzadeh-Parsi, Daniele Di Lorenzo +3
In the present work, a new methodology is proposed for building surrogate parametric models of engineering systems based on modular assembly of pre-solved modules. Each module is a…
cs.CE2021★ 14 cited
PGD-based advanced nonlinear multiparametric regressions for constructing metamodels at the scarce-data limit
Abel Sancarlos, Victor Champaney, Jean-Louis Duval +2
Regressions created from experimental or simulated data enable the construction of metamodels, widely used in a variety of engineering applications. Many engineering problems invol…