This repository contains the source codes of the demonstration examples with Robertson and Pollution models in this paper.
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July 25, 2021: First commit
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June 6, 2023: The source code has been updated for compatibility with the updated dependencies such as DiffEqFlux.jl and DiffEqSensitivity.jl.
The source codes were tested with the following environments.
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julia_version = "1.8.4"
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Packages: please check out Project.toml and Manifest.toml.
If you use the code in your research or if you find our paper useful, please cite this paper:
@Article{kim2021stiff,
author = {Kim, Suyong and Ji, Weiqi and Deng, Sili and Ma, Yingbo and Rackauckas, Christopher},
title = "{Stiff neural ordinary differential equations}",
journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
volume = {31},
number = {9},
year = {2021},
month = {09},
issn = {1054-1500},
doi = {10.1063/5.0060697},
}
If you have any questions or if the code does not work due to deprecated functions in the dependencies, please contact one of the authors.
Suyong Kim: [email protected]
Dr. Weiqi Ji: [email protected]
Dr. Sili Deng: [email protected]