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03/18/2022
EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors
Computer experiments with both quantitative and qualitative (QQ) inputs ...
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03/12/2022
Construction of Marginally Coupled Designs by Subspace Theory
Recent researches on designs for computer experiments with both qualitat...
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03/12/2022
A New and Flexible Design Construction for Orthogonal Arrays for Modern Applications
Orthogonal array, a classical and effective tool for collecting data, ha...
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03/12/2022
Doubly Coupled Designs for Computer Experiments with both Qualitative and Quantitative Factors
Computer experiments with both qualitative and quantitative input variab...
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03/12/2022
Latin Hypercubes and Space-filling Designs
This chapter discusses a general design approach to planning computer ex...
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04/04/2021
Efficient Experimental Design for Regularized Linear Models
Regularized linear models, such as Lasso, have attracted great attention...
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01/06/2021
Sequential Design of Computer Experiments with Quantitative and Qualitative Factors in Applications to HPC Performance Optimization
Computer experiments with both qualitative and quantitative factors are ...
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02/04/2019
Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator
Computer simulators are nowadays widely used to understand complex physi...
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04/06/2018