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RNAmf (version 1.1.3)

Recursive Non-Additive Emulator for Multi-Fidelity Data

Description

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.

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Version

Install

install.packages('RNAmf')

Monthly Downloads

543

Version

1.1.3

License

GPL-3

Maintainer

Junoh Heo

Last Published

January 29th, 2026

Functions in RNAmf (1.1.3)

NestedX

Constructing nested design sets for the RNA model.
AL_RNAmf

Active Learning for Recursive Non-Additive Emulator
predict.RNAmf

prediction of the RNAmf emulator with multiple fidelity levels.
imputer_RNA

Imputation step in stochastic EM for the non-nested RNA Model
closed_form_RNA

Closed-form prediction for RNAmf model
RNAmf

Fitting the Recursive Non-Additive model with multiple fidelity levels