Recursive Non-Additive Emulator for Multi-Fidelity Data

Performs RNA emulation and active learning proposed by Heo and Sung (2025) 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.


Reference manual

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install.packages("RNAmf")

1.1.4 by Junoh Heo, 6 months ago


Browse source code at https://github.com/cran/RNAmf


Authors: Junoh Heo [aut, cre] , Chih-Li Sung [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports plgp, stats, methods, lhs, doParallel, foreach, doRNG, fields, mvtnorm, ggplot2, ggpubr, scales

Suggests knitr, rmarkdown


Suggested by DNAmf.


See at CRAN