Constructing a Simulation Surrogate with Partially Observed Output-Reference-Cited by-同舟云学术

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Constructing a Simulation Surrogate with Partially Observed Output

Published:2023-06-22 Issue: Volume: Page:1-13
ISSN:0040-1706
Container-title:Technometrics
language:en
Short-container-title:Technometrics

Author:

Chan Moses Y.-H.¹^ORCID,Plumlee Matthew¹²,Wild Stefan M.¹³^ORCID

Affiliation:

1. Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL

2. NAISE, Northwestern University, Evanston, IL

3. Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA

Funder

US National Science Foundation

U.S. Department of Energy, Office of Science, Office of Advanced Scientific Computing Research SciDAC

Publisher

Informa UK Limited

Subject

Applied Mathematics,Modeling and Simulation,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00401706.2023.2210170

Reference58 articles.

1. An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression

2. Analyzing Stochastic Computer Models: A Review with Opportunities

3. Predicting Vehicle Crashworthiness: Validation of Computer Models for Functional and Hierarchical Data

4. Computer model validation with functional output

5. Optimization and supervised machine learning methods for fitting numerical physics models without derivatives *

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. ROSE: A reduced-order scattering emulator for optical models;Physical Review C;2024-04-11

2. libEnsemble: A complete Python toolkit for dynamic ensembles of calculations;Journal of Open Source Software;2023-12-18

3. Constructing a Simulation Surrogate with Partially Observed Output;Technometrics;2023-06-22

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