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

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.

Getting started

Package details

AuthorJunoh Heo [aut, cre], Chih-Li Sung [aut]
MaintainerJunoh Heo <heojunoh@msu.edu>
LicenseMIT + file LICENSE
Version1.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("RNAmf")

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RNAmf documentation built on June 8, 2025, 10:43 a.m.