Joseph L. Hart
Works (8)
2021 journal article
Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis
NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 28(4).
author keywords: generalized singular value decomposition; iterative methods; randomized algorithms; sensitivity analysis
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: March 22, 2021
2019 journal article
Global Sensitivity Analysis for Statistical Model Parameters
SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 7(1), 67–92.
author keywords: global sensitivity analysis; dimension reduction; Markov chain Monte Carlo; correlated parameters
Source: Web Of Science
Added: April 9, 2019
2019 journal article
Global Sensitivity Analysis of High-Dimensional Neuroscience Models: An Example of Neurovascular Coupling
BULLETIN OF MATHEMATICAL BIOLOGY, 81(6), 1805–1828.
author keywords: Neurovascular coupling; Global sensitivity analysis; Model parameters
Source: Web Of Science
Added: June 17, 2019
2019 journal article
ROBUSTNESS OF THE SOBOL' INDICES TO DISTRIBUTIONAL UNCERTAINTY
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 9(5), 453–469.
author keywords: global sensitivity analysis; Sobol' indices; uncertain distributions; deep uncertainty
Source: Web Of Science
Added: January 6, 2020
2019 journal article
Robustness of the Sobol' Indices to Marginal Distribution Uncertainty
SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 7(4), 1224–1244.
author keywords: global sensitivity analysis; Sobol' indices; robustness; epistemic uncertainty
Source: Web Of Science
Added: August 10, 2020
2018 journal article
AN APPROXIMATION THEORETIC PERSPECTIVE OF SOBOL' INDICES WITH DEPENDENT VARIABLES
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 8(6), 483–493.
author keywords: global sensitivity analysis; Sobol' indices; dependent variables
Source: Web Of Science
Added: December 10, 2018
2017 journal article
EFFICIENT COMPUTATION OF SOBOL' INDICES FOR STOCHASTIC MODELS
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 39(4), A1514–A1530.
author keywords: global sensitivity; Sobol' indices; stochastic models; surrogate models; MARS; high dimensions
Source: Web Of Science
Added: August 6, 2018
2016 journal article
Transcranial Doppler-Based Surrogates for Cerebral Blood Flow: A Statistical Study
PLOS ONE, 11(11).
Source: Web Of Science
Added: August 6, 2018
