Troy D. Butler
Orcid: 0000-0001-7177-3105
According to our database1,
Troy D. Butler
authored at least 16 papers
between 2011 and 2025.
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Bibliography
2025
A machine-learning enabled framework for quantifying uncertainties in parameters of computational models.
Comput. Math. Appl., 2025
2024
SIAM J. Sci. Comput., 2024
2022
2020
Optimal experimental design for prediction based on push-forward probability measures.
J. Comput. Phys., 2020
Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion.
CoRR, 2020
2018
Convergence of Probability Densities Using Approximate Models for Forward and Inverse Problems in Uncertainty Quantification.
SIAM J. Sci. Comput., 2018
Combining Push-Forward Measures and Bayes' Rule to Construct Consistent Solutions to Stochastic Inverse Problems.
SIAM J. Sci. Comput., 2018
2017
A Measure-Theoretic Interpretation of Sample Based Numerical Integration with Applications to Inverse and Prediction Problems under Uncertainty.
SIAM J. Sci. Comput., 2017
2015
J. Comput. Phys., 2015
2014
A Measure-Theoretic Computational Method for Inverse Sensitivity Problems III: Multiple Quantities of Interest.
SIAM/ASA J. Uncertain. Quantification, 2014
2013
SIAM/ASA J. Uncertain. Quantification, 2013
2012
A Computational Measure Theoretic Approach to Inverse Sensitivity Problems II: A Posteriori Error Analysis.
SIAM J. Numer. Anal., 2012
SIAM J. Matrix Anal. Appl., 2012
Reparameterization for statistical state estimation applied to differential equations.
J. Comput. Phys., 2012
2011
A Posteriori Error Analysis of Stochastic Differential Equations Using Polynomial Chaos Expansions.
SIAM J. Sci. Comput., 2011
A Measure-Theoretic Computational Method for Inverse Sensitivity Problems I: Method and Analysis.
SIAM J. Numer. Anal., 2011