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Computer Science

D-Index
30
Citations
5628
World Ranking
13919
National Ranking
5534

Overview

Russell R. Barton is affiliated with Pennsylvania State University in the United States. Their research spans the fields of Decision Sciences and Engineering, contributing equally to both with 11 publications in each. The work also encompasses several subfields, including Management Science and Operations Research, Industrial and Manufacturing Engineering, Control and Systems Engineering, Computational Theory and Mathematics, and Statistics, Probability and Uncertainty.

The primary topics addressed in Barton's research cover Simulation Techniques and Applications, Advanced Multi-Objective Optimization Algorithms, Probabilistic and Robust Engineering Design, Manufacturing Process and Optimization, Software Reliability and Analysis Research, Plant Water Relations and Carbon Dynamics, and Fault Detection and Control Systems.

Barton has coauthored multiple papers with frequent collaborators, including Lucy E. Morgan, Eunhye Song, Barry L. Nelson, Keqi Wang, and Henry Lam.

Publication venues where Barton's work has appeared include:

  • European Journal of Operational Research
  • INFORMS journal on computing
  • arXiv (Cornell University)
  • Technometrics
  • 2022 Winter Simulation Conference (WSC)

Recent papers authored or coauthored by Barton include:

  • Tutorial: Metamodeling for Simulation (2022), presented at the 2022 Winter Simulation Conference (WSC)
  • Fourier trajectory analysis for system discrimination (2021), published in the European Journal of Operational Research
  • Stochastic simulation uncertainty analysis to accelerate flexible biomanufacturing process development (2023), published in the European Journal of Operational Research
  • Reducing and Calibrating for Input Model Bias in Computer Simulation (2022), published in the INFORMS journal on computing
  • A Shrinkage Approach to Improve Direct Bootstrap Resampling Under Input Uncertainty (2024), published in the INFORMS journal on computing

Barton has a publication record in book form as well, with a recent title entitled Predictive Analytics for Business using R published by World Scientific in 2024.

Best Publications

  • A review on design, modeling and applications of computer experiments

    Victoria C.P. Chen;Kwok Leung Tsui;Russell R. Barton;Martin Meckesheimer

  • Computationally inexpensive metamodel assessment strategies

    Martin Meckesheimer;Russell R. Barton;Timothy W. Simpson;Andrew J. Booker

  • Proceedings of the 2000 winter simulation conference

    J. Joines;R. Barton

  • Computationally Inexpensive Metamodel Assessment Strategies

    Martin Meckesheimer;Andrew J. Booker;Russell R. Barton;Timothy W. Simpson

  • Vehicle tracking system

    Russell R. Barton

  • Simulation metamodels

    Russell R. Barton

  • Metamodels for simulation input-output relations

    Russell R. Barton

  • Nelder-Mead simplex modifications for simulation optimization

    Russell R. Barton;John S. Ivey

  • Chapter 18 Metamodel-Based Simulation Optimization

    Russell R. Barton;Martin Meckesheimer

  • Metamodeling: a state of the art review

    Russell R. Barton

  • Metamodeling of Combined Discrete/Continuous Responses

    Martin Meckesheimer;Russell R. Barton;Timothy Simpson;Frej Limayem

  • Quantifying input uncertainty via simulation confidence intervals

    Russell R. Barton;Barry L. Nelson;Wei Xie

  • A Bayesian Framework for Quantifying Uncertainty in Stochastic Simulation

    Wei Xie;Barry L. Nelson;Russell R. Barton

  • Tutorial: Input uncertainty in outout analysis

    R. R. Barton

  • Resampling methods for input modeling

    Russell R. Barton;Lee W. Schruben

  • Uniform and bootstrap resampling of empirical distributions

    Russell R. Barton;Lee W. Schruben

  • Simulation optimization using metamodels

    Russell R. Barton

  • Ch. 7. A review of design and modeling in computer experiments

    Victoria C.P. Chen;Kwok Leung Tsui;Russell R. Barton;Janet K. Allen

  • Designing simulation experiments

    Russell R. Barton

  • Experimental design for simulation

    W. David Kelton;Russell R. Barton

Frequent Co-Authors

Timothy W. Simpson
Timothy W. Simpson Pennsylvania State University
Lee W. Schruben
Lee W. Schruben University of California, Berkeley
Mary Frecker
Mary Frecker Pennsylvania State University
Barry L. Nelson
Barry L. Nelson Northwestern University
Kwok-Leung Tsui
Kwok-Leung Tsui Virginia Tech
Shane G. Henderson
Shane G. Henderson Cornell University
Dennis K. J. Lin
Dennis K. J. Lin Purdue University West Lafayette
Paul A. Fishwick
Paul A. Fishwick The University of Texas at Dallas
Akhil Kumar
Akhil Kumar Pennsylvania State University

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