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2020 journal article

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

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

Source: Web Of Science

Added: August 3, 2020

2020 journal article

Variance-based sensitivity analysis for time-dependent processes

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

Source: Web Of Science

Added: March 16, 2020

2019 journal article

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

*COMBUSTION AND FLAME*, *204*, 152–161.

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), A3524–A3551.

Source: Web Of Science

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), 1105–1131.

Source: Web Of Science

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).

Source: Web Of Science

Added: January 27, 2020

2019 journal article

Sensitivity-Driven Adaptive Construction of Reduced-space Surrogates

*JOURNAL OF SCIENTIFIC COMPUTING*, *79*(2), 1335–1359.

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), A2956–2985.

Source: NC State University Libraries

Added: November 19, 2018

2018 journal article

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

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

Source: NC State University Libraries

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*, 584–601.

Source: NC State University Libraries

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).

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Efficient computation of Sobol' indices for stochastic models

*SIAM Journal on Scientific Computing*, *39*(4), A1514–1530.

Source: NC State University Libraries

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*, *139*(9).

Source: NC State University Libraries

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), 1166–1192.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Randomized matrix-free trace and log-determinant estimators

*Numerische Mathematik*, *137*(2), 353–395.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Stability of nonlinear convection-diffusion-reaction systems in discontinuous Galerkin methods

*Journal of Scientific Computing*, *70*(2), 516–550.

Source: NC State University Libraries

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), A243–A272.

Sources: NC State University Libraries, Crossref

Added: August 6, 2018

2016 journal article

On Bayesian A- and D-optimal experimental designs in infinite dimensions

*Bayesian Analysis*, *11*(3), 671–695.

Source: NC State University Libraries

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), 703–735.

Source: NC State University Libraries

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), A2122–A2148.

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), 2347–2367.

Source: Crossref

Added: July 20, 2019

2013 journal article

On spectral methods for variance based sensitivity analysis

*Probability Surveys*, *10*(0), 51–68.

Source: Crossref

Added: July 20, 2019

2013 journal article

Preconditioned Bayesian Regression for Stochastic Chemical Kinetics

*Journal of Scientific Computing*, *58*(3), 592–626.

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), 757–778.

Source: Crossref

Added: July 20, 2019

2012 journal article

Homogenization, Symmetry, and Periodization in Diffusive Random Media

*Acta Mathematica Scientia*, *32*(1), 129–154.

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*, 121–138.

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), 3483–3498.

Source: Crossref

Added: July 20, 2019

2011 journal article

Multiscale Stochastic Preconditioners in Non-intrusive Spectral Projection

*Journal of Scientific Computing*, *50*(2), 306–340.

Source: Crossref

Added: July 20, 2019

2010 journal article

Irreducibility of a Symmetry Group Implies Isotropy

*Journal of Elasticity*, *102*(2), 151–174.

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), 38–47.

Source: Crossref

Added: July 20, 2019