3 papers
physics.comp-ph2020
Fixed Inducing Points Online Bayesian Calibration for Computer Models with an Application to a Scale-Resolving CFD Simulation
Yu Duan, Matthew Eaton, Michael Bluck
This paper proposes a novel fixed inducing points online Bayesian calibration (FIPO-BC) algorithm to efficiently learn the model parameters using a benchmark database. The standard…
math.NA2019
A Hybrid Reduced Order Method for Modelling Turbulent Heat Transfer Problems
Sokratia Georgaka, Giovanni Stabile, Kelbij Star +2
A parametric, hybrid reduced order model approach based on the Proper Orthogonal Decomposition with both Galerkin projection and interpolation based on Radial Basis Functions metho…
physics.comp-ph2018
Parametric POD-Galerkin Model Order Reduction for Unsteady-State Heat Transfer Problems
Sokratia Georgaka, Giovanni Stabile, Gianluigi Rozza +1
A parametric reduced order model based on proper orthogonal decomposition with Galerkin projection has been developed and applied for the modeling of heat transport in T-junction p…