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Updated: July 14th, 2023 11:15

2023 journal article

A new perspective on parameter study of optimization problems

*APPLIED MATHEMATICS LETTERS*, *140*.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Optimization; Post-optimal sensitivity analysis; Inverse problems

Source: Web Of Science

Added: February 20, 2023

2022 journal article

Hyper-differential sensitivity analysis for inverse problems governed by ODEs with application to COVID-19 modeling

*MATHEMATICAL BIOSCIENCES*, *351*.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Inverse problems; Sensitivity analysis; Uncertainty quantification; Design of experiments; Computational epidemiology

MeSH headings : Algorithms; COVID-19; Humans; Linear Models; Models, Biological; Uncertainty

Source: Web Of Science

Added: September 26, 2022

2022 journal article

MONTE CARLO ESTIMATORS FOR THE SCHATTEN p-NORM OF SYMMETRIC POSITIVE SEMIDEFINITE MATRICES

*ELECTRONIC TRANSACTIONS ON NUMERICAL ANALYSIS*, *55*, 213โ241.

Sources: Web Of Science, ORCID

Added: January 31, 2022

2022 journal article

Using ultrasonic attenuation in cortical bone to infer distributions on pore size

*APPLIED MATHEMATICAL MODELLING*, *109*, 819โ832.

co-author countries:
France ๐ซ๐ท United States of America ๐บ๐ธ

Source: Web Of Science

Added: June 27, 2022

2021 journal article

Global sensitivity analysis informed model reduction and selection applied to a Valsalva maneuver model

*JOURNAL OF THEORETICAL BIOLOGY*, *526*.

co-author countries:
United States of America ๐บ๐ธ

MeSH headings : Bayes Theorem; Blood Pressure; Heart Rate; Valsalva Maneuver

Source: Web Of Science

Added: July 26, 2021

2021 journal article

Inferring pore radius and density from ultrasonic attenuation using physics-based modeling

*JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA*, *149*(1), 340โ347.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: February 15, 2021

2021 journal article

MULTISCALE GLOBAL SENSITIVITY ANALYSIS FOR STOCHASTIC CHEMICAL SYSTEMS

*MULTISCALE MODELING & SIMULATION*, *19*(1), 440โ459.

Source: Web Of Science

Added: May 3, 2021

2021 journal article

Optimal Design of Large-scale Bayesian Linear Inverse Problems Under Reducible Model Uncertainty: Good to Know What You Don't Know

*SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION*, *9*(1), 163โ184.

Source: Web Of Science

Added: May 10, 2021

2021 review

Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: a review

[Review of ]. *INVERSE PROBLEMS*, *37*(4).

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: April 5, 2021

2021 article

Structure exploiting methods for fast uncertainty quantification in multiphase flow through heterogeneous media

Cleaves, H., Alexanderian, A., & Saad, B. (2021, September 8). *COMPUTATIONAL GEOSCIENCES*.

co-author countries:
France ๐ซ๐ท United States of America ๐บ๐ธ

Source: Web Of Science

Added: September 20, 2021

2020 journal article

A Distributed Active Subspace Method for Scalable Surrogate Modeling of Function Valued Outputs

*JOURNAL OF SCIENTIFIC COMPUTING*, *85*(2).

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: November 24, 2020

2020 journal article

Hyper-differential sensitivity analysis for inverse problems constrained by partial differential equations

*INVERSE PROBLEMS*, *36*(12).

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: December 21, 2020

2020 journal article

Optimal experimental design under irreducible uncertainty for linear inverse problems governed by PDEs

*INVERSE PROBLEMS*, *36*(7).

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 3, 2020

2020 journal article

RANDOMIZATION AND REWEIGHTED l(1)-MINIMIZATION FOR A-OPTIMAL DESIGN OF LINEAR INVERSE PROBLEMS

*SIAM JOURNAL ON SCIENTIFIC COMPUTING*, *42*(3), A1714โA1740.

Sources: Web Of Science, ORCID

Added: August 10, 2020

2020 journal article

Variance-based sensitivity analysis for time-dependent processes

*RELIABILITY ENGINEERING & SYSTEM SAFETY*, *196*.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: March 16, 2020

2019 journal article

Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty

*COMBUSTION AND FLAME*, *204*, 152โ161.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: June 17, 2019

2019 journal article

DERIVATIVE-BASED GLOBAL SENSITIVITY ANALYSIS FOR MODELS WITH HIGH-DIMENSIONAL INPUTS AND FUNCTIONAL OUTPUTS

*SIAM JOURNAL ON SCIENTIFIC COMPUTING*, *41*(6), A3524โA3551.

Sources: Web Of Science, ORCID

Added: August 3, 2020

2019 journal article

Efficient Marginalization-Based MCMC Methods for Hierarchical Bayesian Inverse Problems

*SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION*, *7*(3), 1105โ1131.

Sources: Web Of Science, ORCID

Added: October 14, 2019

2019 journal article

Model Input and Output Dimension Reduction Using Karhunen-Loeve Expansions With Application to Biotransport

*ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING*, *5*(4).

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: January 27, 2020

2019 journal article

Sensitivity-Driven Adaptive Construction of Reduced-space Surrogates

*JOURNAL OF SCIENTIFIC COMPUTING*, *79*(2), 1335โ1359.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: May 6, 2019

2018 journal article

EFFICIENT D-OPTIMAL DESIGN OF EXPERIMENTS FOR INFINITE-DIMENSIONAL BAYESIAN LINEAR INVERSE PROBLEMS

*SIAM JOURNAL ON SCIENTIFIC COMPUTING*, *40*(5), A2956โA2985.

Sources: Web Of Science, ORCID

Added: November 19, 2018

2018 journal article

Goal-oriented optimal design of experiments for large-scale Bayesian linear inverse problems

*INVERSE PROBLEMS*, *34*(9).

co-author countries:
United States of America ๐บ๐ธ

author keywords: design of experiments; inverse problems; sensor placement; data assimilation

Sources: Web Of Science, ORCID

Added: October 19, 2018

2018 journal article

Probabilistic modeling and global sensitivity analysis for CO2 storage in geological formations: a spectral approach

*APPLIED MATHEMATICAL MODELLING*, *53*, 584โ601.

co-author countries:
Canada ๐จ๐ฆ Saudi Arabia ๐ธ๐ฆ United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2017 journal article

A-optimal encoding weights for nonlinear inverse problems, with application to the Helmholtz inverse problem

*INVERSE PROBLEMS*, *33*(7).

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2017 journal article

EFFICIENT COMPUTATION OF SOBOL' INDICES FOR STOCHASTIC MODELS

*SIAM JOURNAL ON SCIENTIFIC COMPUTING*, *39*(4), A1514โA1530.

Source: Web Of Science

Added: August 6, 2018

2017 journal article

Investigation of Biotransport in a Tumor With Uncertain Material Properties Using a Nonintrusive Spectral Uncertainty Quantification Method

*JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME*, *139*(9).

co-author countries:
United States of America ๐บ๐ธ

author keywords: uncertain permeability and porosity; statistical modeling; mass transportation; uncertainty quantification; Karhunen-Loeve expansion; polynomial chaos; nonintrusive spectral projection; sparse quadrature

MeSH headings : Biological Transport; Models, Biological; Nanoparticles; Neoplasms / diagnostic imaging; Neoplasms / metabolism; Permeability; Porosity; Pressure; Uncertainty; X-Ray Microtomography

Source: Web Of Science

Added: August 6, 2018

2017 journal article

Mean-Variance Risk-Averse Optimal Control of Systems Governed by PDEs with Random Parameter Fields Using Quadratic Approximations

*SIAM-ASA JOURNAL ON UNCERTAINTY QUANTIFICATION*, *5*(1), 1166โ1192.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2017 journal article

Randomized matrix-free trace and log-determinant estimators

*NUMERISCHE MATHEMATIK*, *137*(2), 353โ395.

co-author countries:
United States of America ๐บ๐ธ

Contributors: A. Saibaba^{ n}โ, ^{ n} & I. Ipsenโ^{ n}

Sources: Web Of Science, ORCID

Added: August 6, 2018

2017 journal article

Stability of Nonlinear Convection-Diffusion-Reaction Systems in Discontinuous Galerkin Methods

*JOURNAL OF SCIENTIFIC COMPUTING*, *70*(2), 516โ550.

co-author countries:
France ๐ซ๐ท United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2016 journal article

A Fast and Scalable Method for A-Optimal Design of Experiments for Infinite-dimensional Bayesian Nonlinear Inverse Problems

*SIAM Journal on Scientific Computing*, *38*(1), A243โA272.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, Crossref

Added: August 6, 2018

2016 journal article

On Bayesian A- and D-Optimal Experimental Designs in Infinite Dimensions

*BAYESIAN ANALYSIS*, *11*(3), 671โ695.

Source: Web Of Science

Added: August 6, 2018

2015 journal article

EXPOSITORY PAPER: A PRIMER ON HOMOGENIZATION OF ELLIPTIC PDES WITH STATIONARY AND ERGODIC RANDOM COEFFICIENT FUNCTIONS

*ROCKY MOUNTAIN JOURNAL OF MATHEMATICS*, *45*(3), 703โ735.

Source: Web Of Science

Added: August 6, 2018

2014 journal article

A-Optimal Design of Experiments for Infinite-Dimensional Bayesian Linear Inverse Problems with Regularized l_0-Sparsification

*SIAM Journal on Scientific Computing*, *36*(5), A2122โA2148.

Source: Crossref

Added: August 18, 2019

2013 journal article

Bayesian Inference of Drag Parameters Using AXBT Data from Typhoon Fanapi

*Monthly Weather Review*, *141*(7), 2347โ2367.

co-author countries:
United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

2013 journal article

On spectral methods for variance based sensitivity analysis

*Probability Surveys*, *10*(0), 51โ68.

Source: Crossref

Added: July 20, 2019

2013 journal article

Preconditioned Bayesian Regression for Stochastic Chemical Kinetics

*Journal of Scientific Computing*, *58*(3), 592โ626.

co-author countries:
France ๐ซ๐ท United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

2012 journal article

Global sensitivity analysis in an ocean general circulation model: a sparse spectral projection approach

*Computational Geosciences*, *16*(3), 757โ778.

co-author countries:
United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

2012 journal article

Homogenization, Symmetry, and Periodization in Diffusive Random Media

*Acta Mathematica Scientia*, *32*(1), 129โ154.

co-author countries:
United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

2012 journal article

Simplified CSP analysis of a stiff stochastic ODE system

*Computer Methods in Applied Mechanics and Engineering*, *217-220*, 121โ138.

co-author countries:
France ๐ซ๐ท United States of America ๐บ๐ธ

author keywords: CSP; Stiff system; Uncertain ODE; Polynomial chaos; Random eigenvalues

Source: Crossref

Added: July 20, 2019

2011 journal article

An age-structured model for the spread of epidemic cholera: Analysis and simulation

*Nonlinear Analysis: Real World Applications*, *12*(6), 3483โ3498.

author keywords: Epidemic cholera; SIR model; Hyperbolic transport; Finite differences

Source: Crossref

Added: July 20, 2019

2011 journal article

Multiscale Stochastic Preconditioners in Non-intrusive Spectral Projection

*Journal of Scientific Computing*, *50*(2), 306โ340.

co-author countries:
France ๐ซ๐ท United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

2010 journal article

Irreducibility of a Symmetry Group Implies Isotropy

*Journal of Elasticity*, *102*(2), 151โ174.

co-author countries:
United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

2009 journal article

JHelioviewer: Visualizing Large Sets of Solar Images Using JPEG 2000

*Computing in Science & Engineering*, *11*(5), 38โ47.

co-author countries:
Germany ๐ฉ๐ช Spain ๐ช๐ธ United States of America ๐บ๐ธ

Source: Crossref

Added: July 20, 2019

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