The Gaussian Process Modeling Module in UQLab

We introduce the Gaussian process (GP) modeling module developed within the UQLab software framework. The novel design of the GP-module aims at providing seamless integration of GP modeling into any uncertainty quantification workflow, as well as a standalone surrogate modeling tool. We first briefl...

Full description

Bibliographic Details
Main Authors: Christos Lataniotis, Stefano Marelli, Bruno Sudret
Format: Article
Language:English
Published: Pouyan Press 2018-07-01
Series:Journal of Soft Computing in Civil Engineering
Subjects:
Online Access:http://www.jsoftcivil.com/article_64721_329effd7ea1841207cec9b59c663ba5c.pdf