CITATION.bib

@article{rackauckas2020universal,
  title={Universal differential equations for scientific machine learning},
  author={Rackauckas, Christopher and Ma, Yingbo and Martensen, Julius and Warner, Collin and Zubov, Kirill and Supekar, Rohit and Skinner, Dominic and Ramadhan, Ali},
  journal={arXiv preprint arXiv:2001.04385},
  year={2020}
}

@article{DBLP:journals/corr/abs-1902-02376,
  author    = {Christopher Rackauckas and
               Mike Innes and
               Yingbo Ma and
               Jesse Bettencourt and
               Lyndon White and
               Vaibhav Dixit},
  title     = {DiffEqFlux.jl - {A} Julia Library for Neural Differential Equations},
  journal   = {CoRR},
  volume    = {abs/1902.02376},
  year      = {2019},
  url       = {https://arxiv.org/abs/1902.02376},
  archivePrefix = {arXiv},
  eprint    = {1902.02376},
  timestamp = {Tue, 21 May 2019 18:03:36 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1902-02376},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@article{DifferentialEquations.jl-2017,
 author = {Rackauckas, Christopher and Nie, Qing},
 doi = {10.5334/jors.151},
 journal = {The Journal of Open Research Software},
 keywords = {Applied Mathematics},
 note = {Exported from https://app.dimensions.ai on 2019/05/05},
 number = {1},
 pages = {},
 title = {DifferentialEquations.jl – A Performant and Feature-Rich Ecosystem for Solving Differential Equations in Julia},
 url = {https://app.dimensions.ai/details/publication/pub.1085583166 and http://openresearchsoftware.metajnl.com/articles/10.5334/jors.151/galley/245/download/},
 volume = {5},
 year = {2017}
}

@article{Flux.jl-2018,
  author    = {Michael Innes and
               Elliot Saba and
               Keno Fischer and
               Dhairya Gandhi and
               Marco Concetto Rudilosso and
               Neethu Mariya Joy and
               Tejan Karmali and
               Avik Pal and
               Viral Shah},
  title     = {Fashionable Modelling with Flux},
  journal   = {CoRR},
  volume    = {abs/1811.01457},
  year      = {2018},
  url       = {https://arxiv.org/abs/1811.01457},
  archivePrefix = {arXiv},
  eprint    = {1811.01457},
  timestamp = {Thu, 22 Nov 2018 17:58:30 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1811-01457},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@article{innes:2018,
  author    = {Mike Innes},
  title     = {Flux: Elegant Machine Learning with Julia},
  journal   = {Journal of Open Source Software},
  year      = {2018},
  doi       = {10.21105/joss.00602},
}