2 citations · 4 across the 8 of their papers we have counts for
4 papers · 1 filter
EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors
Qian Xiao, Abhyuday Mandal, C. Devon Lin +1
Computer experiments with both quantitative and qualitative (QQ) inputs are commonly used in science and engineering applications. Constructing desirable emulators for such compute…
Construction of Marginally Coupled Designs by Subspace Theory
Yuanzhen He, C. Devon Lin, Fasheng SUn
Recent researches on designs for computer experiments with both qualitative and quantitative factors have advocated the use of marginally coupled designs. This paper proposes a gen…
A New and Flexible Design Construction for Orthogonal Arrays for Modern Applications
Yuanzhen He, C. Devon Lin, Fasheng Sun
Orthogonal array, a classical and effective tool for collecting data, has been flourished with its applications in modern computer experiments and engineering statistics. Driven by…
Latin Hypercubes and Space-filling Designs
C. Devon Lin, Boxin Tang
This chapter discusses a general design approach to planning computer experiments, which seeks design points that fill a bounded design region as uniformly as possible. Such design…