doi:10.1080/00401706.2024.2376173> 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.">

RNAmf: Recursive Non-Additive Emulator for Multi-Fidelity Data (original) (raw)

Performs RNA emulation and active learning proposed by Heo and Sung (2025) <doi:10.1080/00401706.2024.2376173> 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: 1.1.2
Imports: plgp, stats, methods, lhs, doParallel, foreach
Suggests: knitr, rmarkdown
Published: 2025-09-12
DOI: 10.32614/CRAN.package.RNAmf
Author: Junoh Heo [aut, cre], Chih-Li Sung [aut]
Maintainer: Junoh Heo
License: GPL-3
NeedsCompilation: no
CRAN checks: RNAmf results

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