Thomas J. Santner

18 papers Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Combining Climate Models using Bayesian Regression Trees and Random Paths.
J. Mach. Learn. Res.
John C. Yannotty, Thomas J. Santner, Bo Li, Matthew T. Pratola
2024 J jnl
Model Mixing Using Bayesian Additive Regression Trees.
Technometrics
John C. Yannotty, Thomas J. Santner, Richard J. Furnstahl, Matthew T. Pratola
2022 J jnl
Using BART to Perform Pareto Optimization and Quantify its Uncertainties.
Technometrics
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
2021 J jnl
Assessing variable activity for Bayesian regression trees.
Reliab. Eng. Syst. Saf.
Akira Horiguchi, Matthew T. Pratola, Thomas J. Santner
2021 J jnl
Prediction of non-stationary response functions using a Bayesian composite Gaussian process.
Comput. Stat. Data Anal.
Casey B. Davis, Christopher M. Hans, Thomas J. Santner
2021 J jnl
Using BART for Multiobjective Optimization of Noisy Multiple Objectives.
CoRR
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
2018 J jnl
Computer experiment designs for accurate prediction.
Stat. Comput.
Erin R. Leatherman, Thomas J. Santner, Angela M. Dean
2017 J jnl
Designing combined physical and computer experiments to maximize prediction accuracy.
Comput. Stat. Data Anal.
Erin R. Leatherman, Angela M. Dean, Thomas J. Santner
2016 J jnl
Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models.
Comput. Stat. Data Anal.
Joshua Svenson, Thomas J. Santner
2012 J jnl
Noncollapsing Space-Filling Designs for Bounded Nonrectangular Regions.
Technometrics
Danel Draguljic, Thomas J. Santner, Angela M. Dean
2012 J jnl
Two-Stage Sensitivity-Based Group Screening in Computer Experiments.
Technometrics
Hyejung Moon, Angela M. Dean, Thomas J. Santner
2009 — conf
09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty.
Sampling-based Optimization in the Presence of Uncertainty
Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner
2009 — conf
09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty.
Sampling-based Optimization in the Presence of Uncertainty
Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner
2009 J jnl
Prediction for Computer Experiments Having Quantitative and Qualitative Input Variables.
Technometrics
Gang Han, Thomas J. Santner, William I. Notz, Donald L. Bartel
2009 — ed.
Sampling-based Optimization in the Presence of Uncertainty, 26.04. - 30.04.2009
Sampling-based Optimization in the Presence of Uncertainty
Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner
2009 J jnl
Simultaneous Determination of Tuning and Calibration Parameters for Computer Experiments.
Technometrics
Gang Han, Thomas J. Santner, Jeremy J. Rawlinson
2007 J jnl
Small-sample comparisons of confidence intervals for the difference of two independent binomial proportions.
Comput. Stat. Data Anal.
Thomas J. Santner, Vivek Pradhan, Pralay Senchaudhuri, Cyrus R. Mehta, Ajit C. Tamhane
2003 — book
The Design and Analysis of Computer Experiments.
Thomas J. Santner, Brian J. Williams, William I. Notz