Thomas J. Santner

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 8

Top Topics

Multiobjective Optimization

Top Venues

Comput. Stat. Data Anal.

Publications

John C. Yannotty, Thomas J. Santner, Richard J. Furnstahl, Matthew T. Pratola
Model Mixing Using Bayesian Additive Regression Trees. Technometrics 66 (2) (2024)
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
Using BART to Perform Pareto Optimization and Quantify its Uncertainties. Technometrics 64 (4) (2022)
Akira Horiguchi, Matthew T. Pratola, Thomas J. Santner
Assessing variable activity for Bayesian regression trees. Reliab. Eng. Syst. Saf. 207 (2021)
Casey B. Davis, Christopher M. Hans, Thomas J. Santner
Prediction of non-stationary response functions using a Bayesian composite Gaussian process. Comput. Stat. Data Anal. 154 (2021)
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
Using BART for Multiobjective Optimization of Noisy Multiple Objectives. CoRR (2021)
Erin R. Leatherman, Thomas J. Santner, Angela M. Dean
Computer experiment designs for accurate prediction. Stat. Comput. 28 (4) (2018)
Erin R. Leatherman, Angela M. Dean, Thomas J. Santner
Designing combined physical and computer experiments to maximize prediction accuracy. Comput. Stat. Data Anal. 113 (2017)
Joshua Svenson, Thomas J. Santner
Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models. Comput. Stat. Data Anal. 94 (2016)
Danel Draguljic, Thomas J. Santner, Angela M. Dean
Noncollapsing Space-Filling Designs for Bounded Nonrectangular Regions. Technometrics 54 (2) (2012)
Hyejung Moon, Angela M. Dean, Thomas J. Santner
Two-Stage Sensitivity-Based Group Screening in Computer Experiments. Technometrics 54 (4) (2012)
Gang Han, Thomas J. Santner, Jeremy J. Rawlinson
Simultaneous Determination of Tuning and Calibration Parameters for Computer Experiments. Technometrics 51 (4) (2009)
Gang Han, Thomas J. Santner, William I. Notz, Donald L. Bartel
Prediction for Computer Experiments Having Quantitative and Qualitative Input Variables. Technometrics 51 (3) (2009)
Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner
09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty. Sampling-based Optimization in the Presence of Uncertainty (2009)
Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner
09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty. Sampling-based Optimization in the Presence of Uncertainty (2009)
Thomas J. Santner, Vivek Pradhan, Pralay Senchaudhuri, Cyrus R. Mehta, Ajit C. Tamhane
Small-sample comparisons of confidence intervals for the difference of two independent binomial proportions. Comput. Stat. Data Anal. 51 (12) (2007)