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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-devel: OSFD_1.0.zip, r-release: OSFD_1.0.zip, r-oldrel: OSFD_1.0.zip
macOS binaries: r-release (arm64): OSFD_1.0.tgz, r-oldrel (arm64): OSFD_1.0.tgz, r-release (x86_64): OSFD_1.0.tgz, r-oldrel (x86_64): OSFD_1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=OSFD to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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