{"id":21305292,"url":"https://github.com/deng-mit/stiffneuralode","last_synced_at":"2026-01-02T14:38:18.610Z","repository":{"id":48178252,"uuid":"333212201","full_name":"DENG-MIT/StiffNeuralODE","owner":"DENG-MIT","description":"Stiff Neural Ordinary Differential Equations","archived":false,"fork":false,"pushed_at":"2023-06-07T20:08:19.000Z","size":3606,"stargazers_count":32,"open_issues_count":0,"forks_count":7,"subscribers_count":7,"default_branch":"main","last_synced_at":"2025-01-22T08:43:15.879Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DENG-MIT.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-01-26T20:43:34.000Z","updated_at":"2025-01-13T14:18:01.000Z","dependencies_parsed_at":"2022-09-05T12:00:30.652Z","dependency_job_id":null,"html_url":"https://github.com/DENG-MIT/StiffNeuralODE","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DENG-MIT%2FStiffNeuralODE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DENG-MIT%2FStiffNeuralODE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DENG-MIT%2FStiffNeuralODE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DENG-MIT%2FStiffNeuralODE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DENG-MIT","download_url":"https://codeload.github.com/DENG-MIT/StiffNeuralODE/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243779844,"owners_count":20346770,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-21T16:17:36.565Z","updated_at":"2026-01-02T14:38:18.571Z","avatar_url":"https://github.com/DENG-MIT.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\n\nThis repository contains the source codes of the demonstration examples with Robertson and Pollution models in [this paper](https://doi.org/10.1063/5.0060697).\n\n# Update logs\n\n- July 25, 2021: First commit\n\n- June 6, 2023: The source code has been updated for compatibility with the updated dependencies such as DiffEqFlux.jl and DiffEqSensitivity.jl.\n\n# Versions of Julia and Dependencies\n\nThe source codes were tested with the following environments.\n\n- julia_version = \"1.8.4\"\n\n- Packages: please check out Project.toml and Manifest.toml.\n\n\n# Citation\n\nIf you use the code in your research or if you find our paper useful, please cite [this paper](https://doi.org/10.1063/5.0060697):\n\n```\n@Article{kim2021stiff,\n    author = {Kim, Suyong and Ji, Weiqi and Deng, Sili and Ma, Yingbo and Rackauckas, Christopher},\n    title = \"{Stiff neural ordinary differential equations}\",\n    journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},\n    volume = {31},\n    number = {9},\n    year = {2021},\n    month = {09},\n    issn = {1054-1500},\n    doi = {10.1063/5.0060697},\n}\n```\n\n# Contact\n\nIf you have any questions or if the code does not work due to deprecated functions in the dependencies, please contact one of the authors.\n\nSuyong Kim: suyong@mit.edu\n\nDr. Weiqi Ji: weiqiji@mit.edu\n\nDr. Sili Deng: silideng@mit.edu\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeng-mit%2Fstiffneuralode","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeng-mit%2Fstiffneuralode","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeng-mit%2Fstiffneuralode/lists"}