Allison L. Lewis
Works (4)
Updated: July 5th, 2023 15:38
2019 journal article
Gradient-Free Construction of Active Subspaces for Dimension Reduction in Complex Models with Applications to Neutronics
SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 7(1), 117–142.
author keywords: gradient-free active subspaces; neutronics applications
Sources: Web Of Science, ORCID
Added: April 9, 2019
2016 journal article
An information theoretic approach to use high-fidelity codes to calibrate low-fidelity codes
JOURNAL OF COMPUTATIONAL PHYSICS, 324, 24–43.
co-author countries:
United States of America 🇺🇸
author keywords: Model calibration; Bayesian experimental design; Optimal evaluation; Mutual information
manuscript.elsevier.com (publisher PDF)
Sources: Web Of Science, ORCID
Added: August 6, 2018
2016 journal article
Gradient free active subspace construction using Morris screening elementary effects
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 72(6), 1603–1615.
co-author countries:
United States of America 🇺🇸
author keywords: Active subspace construction; Reduced-order modeling; Morris screening
Sources: Web Of Science, ORCID
Added: August 6, 2018
2014 conference paper
Model calibration for beam models in the presence of model discrepancy
Proceedings of the ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems, 2014, vol 1.
co-author countries:
United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
