Package: PESTO
Type: Package
Title: Parameter Estimation Optimised, with APSIM Coupling
Version: 0.11.1.9000
Authors@R: c(
    person("Max", "Moldovan",
           role = c("aut", "cre", "cph"),
           email = "max.moldovan@adelaide.edu.au",
           comment = c(ORCID = "0000-0001-9680-8474"))
    )
Description: High-performance parameter estimation, uncertainty
        quantification, and inverse modelling toolkit built on
        modernised PEST++ algorithms. Provides native R interfaces to
        iterative ensemble smoothers (IES), Gauss-Levenberg-Marquardt
        (GLM) solvers, global sensitivity analysis, and multi-objective
        optimisation under uncertainty. Includes surrogate-accelerated
        IES via Gaussian Process and Random Fourier Features, adaptive
        SVD backends (randomised SVD, LAPACK, Eigen), and
        convergence-aware adaptive ensemble sizing. Designed for
        large-scale environmental, hydrological, and agricultural
        models with support for highly-parameterised problems (>100,000
        parameters). The toolkit is model-independent -- any R function
        can serve as the forward model -- with first-class in-process
        coupling to the APSIM agricultural-systems model via the
        'apsimx' package as its flagship simulator partner.
License: MIT + file LICENSE
URL: https://github.com/max578/PESTO, https://max578.github.io/PESTO/
BugReports: https://github.com/max578/PESTO/issues
Encoding: UTF-8
Language: en-AU
Roxygen: list(markdown = TRUE, roclets = c("namespace", "rd",
        "srr::srr_stats_roclet"))
SystemRequirements: C++17
Depends: R (>= 4.1.0)
Imports: Rcpp (>= 1.0.12), data.table, ggplot2, parallel, S7 (>=
        0.2.0), yaml (>= 2.3.0), digest (>= 0.6.0)
LinkingTo: Rcpp, RcppEigen
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, viridis,
        microbenchmark, Matrix, apsimx (>= 2.7.0), deSolve (>= 1.30),
        srr
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
Repository: https://max578.r-universe.dev
Date/Publication: 2026-10-16 01:03:08 UTC
RemoteUrl: https://github.com/max578/PESTO
RemoteRef: main
RemoteSha: 298bfc17b944c4751fa3fdd503d449de3e505f39
NeedsCompilation: yes
Packaged: 2026-10-16 07:28:41 UTC; root
Author: Max Moldovan [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-9680-8474>)
Maintainer: Max Moldovan <max.moldovan@adelaide.edu.au>