Other packages > Find by keyword >

dynemu  

Emulation of Dynamic Simulators via One-Step-Ahead Approach
View on CRAN: Click here


Download and install dynemu package within the R console
Install from CRAN:
install.packages("dynemu")

Install from Github:
library("remotes")
install_github("cran/dynemu")

Install by package version:
library("remotes")
install_version("dynemu", "1.0.2")



Attach the package and use:
library("dynemu")
Maintained by
Junoh Heo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-28
Latest Update: 2025-03-28
Description:
Performs emulation of dynamic simulators using Gaussian process via one-step ahead approach. The package implements a flexible framework for approximating time-dependent outputs from computationally expensive dynamic systems. It is specifically designed for nonlinear dynamic systems where full simulations may be costly. The underlying Gaussian process model accounts for temporal dependency through the one-step-ahead formulation, allowing for accurate emulation of complex dynamics. Hyperparameters are estimated via maximum likelihood. See Heo (2025, <doi:10.48550/arXiv.2503.20250>) for exact method, and Mohammadi, Challenor, and Goodfellow (2019, <doi:10.1016/j.csda.2019.05.006>) for methodological details.
How to cite:
Junoh Heo (2025). dynemu: Emulation of Dynamic Simulators via One-Step-Ahead Approach. R package version 1.0.2, https://cran.r-project.org/web/packages/dynemu. Accessed 06 Jun. 2026.
Previous versions and publish date:
1.0.0 (2025-03-28 19:50)
Other packages that cited dynemu R package
View dynemu citation profile
Other R packages that dynemu depends, imports, suggests or enhances
Complete documentation for dynemu
Functions, R codes and Examples using the dynemu R package
Full dynemu package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA