7 citations · 7 across the 2 of their papers we have counts for
2 papers
math.NA2024★ 7 cited
Sparse Polynomial Chaos Expansion for Universal Stochastic Kriging
José Calos García-Marino, Carmen Calvo-Jurado, Enrique García-Macías
Surrogate modelling techniques have opened up new possibilities to overcome the limitations of computationally intensive numerical models in various areas of engineering and scienc…
cs.CE2022
Multielement polynomial chaos Kriging-based metamodelling for Bayesian inference of non-smooth systems
J. C. García-Merino, C. Calvo-Jurado, E. Martínez-Pañeda +1
This paper presents a surrogate modelling technique based on domain partitioning for Bayesian parameter inference of highly nonlinear engineering models. In order to alleviate the…