{ "_id": "6a1f33aab401979e734281df", "Package": "dynemu", "Title": "Emulation of Dynamic Simulators via One-Step-Ahead Approach", "Version": "1.0.2", "Authors@R": "person(given=\"Junoh\", family=\"Heo\", role=c(\"aut\", \"cre\"), email=\"heojunoh@msu.edu\")", "Maintainer": "Junoh Heo ", "Description": "Performs emulation of dynamic simulators using Gaussian\nprocess via one-step ahead approach. The package implements a\nflexible framework for approximating time-dependent outputs\nfrom computationally expensive dynamic systems. It is\nspecifically designed for nonlinear dynamic systems where full\nsimulations may be costly. The underlying Gaussian process\nmodel accounts for temporal dependency through the\none-step-ahead formulation, allowing for accurate emulation of\ncomplex dynamics. Hyperparameters are estimated via maximum\nlikelihood. For methodological details, see Heo (2025,\n) for exact method, and\nMohammadi, Challenor, and Goodfellow (2019,\n) for Monte Carlo method.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-15 07:12:29 UTC", "User": "root" }, "Author": "Junoh Heo [aut, cre]", "Repository": "https://heojunoh.r-universe.dev", "Date/Publication": "2025-08-18 19:40:02 UTC", "RemoteUrl": "https://github.com/cran/dynemu", "RemoteRef": "HEAD", "RemoteSha": "ca89409032d35d8ef69fa6f3a568bf770f9ffe60", "MD5sum": "66bd987ef85ef5162161833705f70e6e", "_user": "heojunoh", "_type": "src", "_file": "dynemu_1.0.2.tar.gz", "_fileid": "25cd8fc6720e717a1271bac7618525b17e05a25fa3926ac0646f2a1b45d3bfbe", "_filesize": 146421, "_sha256": "25cd8fc6720e717a1271bac7618525b17e05a25fa3926ac0646f2a1b45d3bfbe", "_created": "2026-05-15T07:12:29.000Z", "_published": "2026-06-02T19:48:58.859Z", "_distro": "noble", "_jobs": [ { "job": 79158376479, 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