Troy Butler - Publications, H-index & Citations

Troy Butler

University of Colorado System

17H指数

86论文数

761被引数

收录论文 16

发表时间

A machine-learning enabled framework for quantifying uncertainties in parameters of computational models 一种用于量化计算模型参数不确定性的机器学习赋能框架

COMPUTERS & MATHEMATICS WITH APPLICATIONS

IF2.5

2025-03-01

PREAI

Roper, Taylor; Hakula, Harri; Butler, Troy

Sequential Maximal Updated Density Parameter Estimation for Dynamical Systems With Parameter Drift 动态系统中参数漂移的顺序最大更新密度参数估计

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

IF2.9

2024-12-11

OAAI

del-Castillo-Negrete, Carlos; Spence, Rylan; Butler, Troy

A DISTRIBUTIONS-BASED APPROACH FOR DATA-CONSISTENT INVERSION

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2024-10-03

PREAI

Bergstrom, Kirana O.; Butler, Troy D.; Wildey, Timothy M.

Inverse Problems for Physics-Based Process Models

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF8.7

2024-04-22

PREAI

Bingham, Derek; Butler, Troy; Estep, Don

Parameter estimation with maximal updated densities

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-03-01

OAAI

Pilosov, Michael; del-Castillo-Negrete, Carlos; Yen, Tian Yu; Butler, Troy; Dawson, Clint

Learning Quantities of Interest from dynamical systems for observation-consistent inversion

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-01-01

OAAI

Mattis, S. A.; Steffen, K. R.; Butler, T.; Dawson, C. N.; Estep, D.

What do we hear from a drum? A data-consistent approach to quantifying irreducible uncertainty on model inputs by extracting information from correlated model output data

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2020-10-01

OAAI

Butler, Troy; Hakula, Harri

Optimal experimental design for prediction based on -forward measures

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-09-01

OAAI

Butler, T.; Jakeman, J. D.; Wildey, T.

CONVERGENCE OF PROBABILITY DENSITIES USING APPROXIMATE MODELS FOR FORWARD AND INVERSE PROBLEMS IN UNCERTAINTY QUANTIFICATION 使用近似模型对不确定性量化中的正向和反向问题进行概率密度的收敛

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2018-10-18

OAAI

Butler, T.; Jakeman, J.; Wildey, T.

COMBINING PUSH-FORWARD MEASURES AND BAYES' RULE TO CONSTRUCT CONSISTENT SOLUTIONS TO STOCHASTIC INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2018-01-01

OAAI

Butler, T.; Jakeman, J.; Wildey, T.

A MEASURE-THEORETIC INTERPRETATION OF SAMPLE BASED NUMERICAL INTEGRATION WITH APPLICATIONS TO INVERSE AND PREDICTION PROBLEMS UNDER UNCERTAINTY

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2017-01-01

PREAI

Butler, T.; Graham, L.; Mattis, S.; Walsh, S.

Definition and solution of a stochastic inverse problem for the Manning's n parameter field in hydrodynamic models

ADVANCES IN WATER RESOURCES

IF4.2

2015-04-01

OAAI

Butler, T.; Graham, L.; Estep, D.; Dawson, C.; Westerink, J. J.

Quantifying uncertainty in material damage from vibrational data

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2015-02-01

OAAI

Butler, T.; Huhtala, A.; Juntunen, M.

Data assimilation within the Advanced Circulation (ADCIRC) modeling framework for the estimation of Manning's friction coefficient

OCEAN MODELLING

IF2.9

2014-04-01

PREAI

Mayo, Talea; Butler, Troy; Dawson, Clint; Hoteit, Ibrahim

Reparameterization for statistical state estimation applied to differential equations 应用于微分方程的统计状态估计的重新参数化

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2012-03-01

PREAI

Butler, T.; Juntunen, M.

A POSTERIORI ERROR ANALYSIS OF STOCHASTIC DIFFERENTIAL EQUATIONS USING POLYNOMIAL CHAOS EXPANSIONS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2011-01-01

OAAI

Butler, T.; Dawson, C.; Wildey, T.

研究方向