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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…
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…