Work

Gaussian Process Regression and Conditional Karhunen-loève Expansion for Forward Uncertainty Quantification and Inverse Modeling in the Presence of Measurement Noise

Year: 2022

Type: article

Source: Journal of Machine Learning for Modeling and Computing

DOI: 10.1615/jmachlearnmodelcomput.2022041893

Authors: Jing Li, Alexandre M. Tartakovsky

Institutions: Pacific Northwest National Laboratory, University of Illinois Urbana-Champaign

Language: English

Topic: Probabilistic and Robust Engineering Design

Subfield: Computational Mechanics

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W4293193300

FWCI: 0.383

Cites: 22

Cited by: 5

Related to: 10