A study of orthogonal array-based designs under a broad class of space-filling criteria

G Chen, B Tang - The Annals of Statistics, 2022 - projecteuclid.org
Space-filling designs based on orthogonal arrays are attractive for computer experiments for
they can be easily generated with desirable low-dimensional stratification properties …

Doubly coupled designs for computer experiments with both qualitative and quantitative factors

F Yang, CD Lin, Y Zhou, Y He - Statistica Sinica, 2023 - JSTOR
Computer experiments with both qualitative and quantitative input variables occur frequently
in many scientific and engineering applications. As a result, how to choose the input settings …

Using nonregular designs to generate space-filling designs

G Chen, B Tang - Journal of Statistical Planning and Inference, 2022 - Elsevier
Strong orthogonal arrays are a class of space-filling designs suitable for computer
experiments. Among this class of designs, those of strength two plus are most attractive as …

Several new classes of space-filling designs

W Li, MQ Liu, JF Yang - Statistical Papers, 2024 - Springer
Mappable nearly orthogonal arrays were recently proposed as a new class of space-filling
designs for computer experiments. Inspired by mappable nearly orthogonal arrays, we …

A class of space‐filling designs with low‐dimensional stratification and column orthogonality

P Li, F Sun - Canadian Journal of Statistics, 2024 - Wiley Online Library
Strong orthogonal arrays are suitable designs for computer experiments because of
stratification in low‐dimensional projections. However, strong orthogonal arrays may be very …

A New Class of Strong Orthogonal Arrays of Strength Three

C Wang, MQ Liu, J Yang - Journal of Systems Science and Complexity, 2024 - Springer
Strong orthogonal arrays (SOAs) were recently introduced and studied as a class of
spacefilling designs for computer experiments. To surely realize better space-filling …

On construction of strong orthogonal arrays and column-orthogonal strong orthogonal arrays of strength two plus

B Jiang, Y Wang, F Sun - Science China Mathematics, 2025 - Springer
Computer experiments require space-filling designs with good low-dimensional projection
properties. Strong orthogonal arrays are a type of space-filling design that provides better …

Selecting strong orthogonal arrays by linear allowable level permutations

G Chen, B Tang - Electronic Journal of Statistics, 2024 - projecteuclid.org
Abstract Space-filling designs are widely used in physical and computer experiments when
the model between the response and input factors is uncertain. Recently, Chen and Tang …

Mixed-level designs with orthogonality and relatively optimal run order

W Hu, Z Ou, Q Peng - Journal of Applied Statistics, 2024 - Taylor & Francis
Orthogonality and optimality of run order are two important and worthy to be considered
criteria in design of experiment. For the mixed-level designs commonly used in the case of …

Contributions to Factorial Designs and Space-Filling Designs

G Chen - 2023 - summit.sfu.ca
In physical and computer experiments, factorial designs and space-filling designs are
frequently employed to explore the relationship between several input factors and a …