Works (8)

Updated: July 5th, 2023 15:37

2021 journal article

Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis

NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 28(4).

By: A. Saibaba n, J. Hart* & B. Bloemen Waanders*

author keywords: generalized singular value decomposition; iterative methods; randomized algorithms; sensitivity analysis
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.

By: J. Hart*, J. Bessac & E. Constantinescu

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.

By: J. Hart n, P. Gremaud n & T. David*

author keywords: Neurovascular coupling; Global sensitivity analysis; Model parameters
MeSH headings : Actomyosin / physiology; Algorithms; Animals; Blood Flow Velocity / physiology; Computer Simulation; Extracellular Space / physiology; Humans; Mathematical Concepts; Models, Neurological; Neurovascular Coupling / physiology; Potassium / physiology; Signal Transduction / physiology; Vascular Resistance / physiology
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.

By: J. Hart* & P. Gremaud n

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.

By: J. Hart* & P. Gremaud*

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.

By: J. Hart* & P. Gremaud n

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.

By: J. Hart*, A. Alexanderian* & P. Gremaud*

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).

By: J. Hart n, V. Novak*, C. Saunders* & P. Gremaud n

MeSH headings : Aged; Algorithms; Blood Flow Velocity / physiology; Cerebral Arteries / diagnostic imaging; Cerebrovascular Circulation / physiology; Female; Humans; Magnetic Resonance Angiography; Male; Middle Aged; Models, Statistical; Ultrasonography, Doppler, Transcranial
Source: Web Of Science
Added: August 6, 2018