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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "dynemu" in publications use:'
type: software
license: MIT
title: 'dynemu: Emulation of Dynamic Simulators via One-Step-Ahead Approach'
version: 1.0.2
doi: 10.32614/CRAN.package.dynemu
abstract: 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. For methodological details, see Heo (2025,
  <https://doi.org/10.48550/arXiv.2503.20250>) for exact method, and Mohammadi, Challenor,
  and Goodfellow (2019, <https://doi.org/10.1016/j.csda.2019.05.006>) for Monte Carlo
  method.
authors:
- family-names: Heo
  given-names: Junoh
  email: heojunoh@msu.edu
repository: https://heojunoh.r-universe.dev
commit: ca89409032d35d8ef69fa6f3a568bf770f9ffe60
date-released: '2025-08-18'
contact:
- family-names: Heo
  given-names: Junoh
  email: heojunoh@msu.edu