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RNAmf (version 1.1.2)

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

1.1.2

License

GPL-3

Maintainer

Junoh Heo

Last Published

September 12th, 2025

Functions in RNAmf (1.1.2)

ALMC_RNAmf

find the next point by ALMC criterion
ALM_RNAmf

find the next point by ALM criterion
predict.RNAmf

prediction of the RNAmf emulator with multiple fidelity levels.
RNAmf

Fitting the Recursive Non-Additive model with multiple fidelity levels
NestedX

Constructing nested design sets for the RNA model.
ALD_RNAmf

find the next point by ALD criterion
ALC_RNAmf

find the next point by ALC criterion