RNAmf: Recursive Non-Additive Emulator for Multi-Fidelity Data

Performs RNA emulation and active learning proposed by Heo and Sung (2023+) <arXiv:2309.11772> for multi-fidelity computer experiments. The RNA emulator is particularly useful when the simulations with different fidelity level are nonlinearly correlated. The hyperparameters in the model are estimated by maximum likelihood estimation.

Version: 0.1.0
Imports: plgp, stats, lhs, doParallel, foreach
Suggests: knitr, rmarkdown
Published: 2023-12-06
Author: Junoh Heo [aut, cre], Chih-Li Sung [aut]
Maintainer: Junoh Heo <heojunoh at msu.edu>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: RNAmf results

Documentation:

Reference manual: RNAmf.pdf

Downloads:

Package source: RNAmf_0.1.0.tar.gz
Windows binaries: r-devel: RNAmf_0.1.0.zip, r-release: RNAmf_0.1.0.zip, r-oldrel: RNAmf_0.1.0.zip
macOS binaries: r-release (arm64): RNAmf_0.1.0.tgz, r-oldrel (arm64): RNAmf_0.1.0.tgz, r-release (x86_64): RNAmf_0.1.0.tgz

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