OSFD: Output Space-Filling Design

Methods to generate a design in the input space that sequentially fills the output space of a black-box function. The output space-filling designs are helpful in inverse design or feature-based modeling problems. See Wang, Shangkun, Adam P. Generale, Surya R. Kalidindi, and V. Roshan Joseph. (2024), Sequential designs for filling output spaces, Technometrics, 66, 65–76. for details. This work is supported by U.S. National Foundation grant CMMI-1921646.

Version:	2.0
Depends:	Rcpp (≥ 1.0.8), lhs, twinning, dplyr
LinkingTo:	Rcpp, RcppArmadillo, twinning
Published:	2025-01-14
DOI:	10.32614/CRAN.package.OSFD
Author:	Shangkun Wang [aut, cre], Roshan Joseph [aut]
Maintainer:	Shangkun Wang <sk_wang at gatech.edu>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
CRAN checks:	OSFD results

Documentation:

Reference manual:

OSFD.pdf

Downloads:

Package source:	OSFD_2.0.tar.gz
Windows binaries:	r-devel: OSFD_1.0.zip, r-release: OSFD_1.0.zip, r-oldrel: OSFD_2.0.zip
macOS binaries:	r-release (arm64): OSFD_2.0.tgz, r-oldrel (arm64): OSFD_2.0.tgz, r-release (x86_64): OSFD_2.0.tgz, r-oldrel (x86_64): OSFD_2.0.tgz
Old sources:	OSFD archive

Linking:

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