no code implementations • 13 Dec 2023 • Yu Duan, Matthew Eaton, Michael Bluck
In this paper, we introduce an efficient sparse Gaussian process (E-SGP) for the surrogate modelling of fluid mechanics.
no code implementations • 15 Sep 2020 • 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.