Latin hypercubes for constrained design of experiments for data-driven models

Modification of the Maximin and ϕp (phi) criteria to achieve statistically uniform distribution of sampling points

(2019) Miroslav Vořechovský et al.   TECHNOMETRICS

Fast and simple dataset selection for machine learning

(2019) Timm J. Peter et al.   AT-Automatisierungstechnik

Hierarchical Latin Hypercube Sampling

(2017) Vikram V. Garg et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties

(2013) G Damblin et al.   Journal of Simulation

Design of computer experiments: space filling and beyond

(2011) Luc Pronzato et al.   STATISTICS AND COMPUTING

An algorithm for fast optimal Latin hypercube design of experiments

(2009) Felipe A. C. Viana et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Finding maximin latin hypercube designs by Iterated Local Search heuristics

(2008) A. Grosso et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Constructing Sobol Sequences with Better Two-Dimensional Projections

(2008) Stephen Joe et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING