Thomas J. Santner

Orcid: 0000-0003-2747-2203

Affiliations:
  • Ohio State University, Columbus, USA


According to our database1, Thomas J. Santner authored at least 16 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Model Mixing Using Bayesian Additive Regression Trees.
Technometrics, April, 2024

2022
Using BART to Perform Pareto Optimization and Quantify its Uncertainties.
Technometrics, 2022

2021
Assessing variable activity for Bayesian regression trees.
Reliab. Eng. Syst. Saf., 2021

Prediction of non-stationary response functions using a Bayesian composite Gaussian process.
Comput. Stat. Data Anal., 2021

Using BART for Multiobjective Optimization of Noisy Multiple Objectives.
CoRR, 2021

2018
Computer experiment designs for accurate prediction.
Stat. Comput., 2018

2017
Designing combined physical and computer experiments to maximize prediction accuracy.
Comput. Stat. Data Anal., 2017

2016
Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models.
Comput. Stat. Data Anal., 2016

2012
Two-Stage Sensitivity-Based Group Screening in Computer Experiments.
Technometrics, 2012

Noncollapsing Space-Filling Designs for Bounded Nonrectangular Regions.
Technometrics, 2012

2009
Simultaneous Determination of Tuning and Calibration Parameters for Computer Experiments.
Technometrics, 2009

Prediction for Computer Experiments Having Quantitative and Qualitative Input Variables.
Technometrics, 2009

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty.
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009

09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty.
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009

2007
Small-sample comparisons of confidence intervals for the difference of two independent binomial proportions.
Comput. Stat. Data Anal., 2007

2003
The Design and Analysis of Computer Experiments.
Springer series in statistics, Springer, ISBN: 978-0-387-95420-2, 2003


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