OSFD: Output Space-Filling Design

A method to generate a design in the input space that sequentially fills the output space of a black-box function. The output space-filling design will be helpful in inverse design or feature-based modeling problem. Please see Wang et al.(2023) <doi:10.48550/arXiv.2305.07202> for details. This work is supported by U.S. National Foundation grant CMMI-1921646.

Version: 1.0
Depends: Rcpp (≥ 1.0.8), lhs, twinning, dplyr
LinkingTo: Rcpp, RcppArmadillo, twinning
Published: 2023-06-19
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_1.0.tar.gz
Windows binaries: r-prerel: OSFD_1.0.zip, r-release: OSFD_1.0.zip, r-oldrel: OSFD_1.0.zip
macOS binaries: r-prerel (arm64): OSFD_1.0.tgz, r-release (arm64): OSFD_1.0.tgz, r-oldrel (arm64): OSFD_1.0.tgz, r-prerel (x86_64): OSFD_1.0.tgz, r-release (x86_64): OSFD_1.0.tgz

Linking:

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