paper.bib

@article{paszke2019pytorch,
  title={Pytorch: An imperative style, high-performance deep learning library},
  author={Paszke, Adam and Gross, Sam and Massa, Francisco and Lerer, Adam and Bradbury, James and Chanan, Gregory and Killeen, Trevor and Lin, Zeming and Gimelshein, Natalia and Antiga, Luca and others},
  journal={Advances in neural information processing systems},
  volume={32},
  year={2019}
}

@article{barba2022teaching,
  author = "Lorena A. Barba and Lecia J. Barker and Douglas S. Blank and Jed Brown and Allen Downey and Timothy George and Lindsey J. Heagy and Kyle Mandli and Jason K. Moore and David Lippert and Kyle Niemeyer and Ryan Watkins and Richard West and Elizabeth Wickes and Carol Willling and Michael Zingale",
  title = "{Teaching and Learning with {Jupyter}}",
  year = "2022",
  month = "4",
  url = "https://figshare.com/articles/online_resource/Teaching_and_Learning_with_Jupyter/19608801",
  doi = "10.6084/m9.figshare.19608801.v1"
}

@article{carleo2019machine,
  title={Machine learning and the physical sciences},
  author={Carleo, Giuseppe and Cirac, Ignacio and Cranmer, Kyle and Daudet, Laurent and Schuld, Maria and Tishby, Naftali and Vogt-Maranto, Leslie and Zdeborov{\'a}, Lenka},
  journal={Reviews of Modern Physics},
  volume={91},
  number={4},
  year={2019},
  publisher={APS},
  doi={10.1103/RevModPhys.91.045002}
}

@software{palmerpenguins,
  title = {{palmerpenguins: Palmer Archipelago (Antarctica) penguin data}},
  author = {Allison Marie Horst and Alison Presmanes Hill and Kristen B Gorman},
  year = {2020},
  note = {R package version 0.1.0},
  doi = {10.5281/zenodo.3960218},
  url = {https://allisonhorst.github.io/palmerpenguins/},
}

@article{kashinath2021physics,
  title={Physics-informed machine learning: case studies for weather and climate modelling},
  author={Kashinath, Karthik and Mustafa, M and Albert, Adrian and Wu, JL and Jiang, C and Esmaeilzadeh, Soheil and Azizzadenesheli, Kamyar and Wang, R and Chattopadhyay, A and Singh, A and others},
  journal={Philosophical Transactions of the Royal Society A},
  volume={379},
  pages={20200093},
  year={2021},
  publisher={The Royal Society Publishing},
  doi={10.1098/rsta.2020.0093}
}

@article{gefen2021ai,
  title={AI for digital humanities and computational social sciences},
  author={Gefen, Alexandre and Saint-Raymond, L{\'e}a and Venturini, Tommaso},
  journal={Reflections on Artificial Intelligence for Humanity},
  pages={191--202},
  year={2021},
  publisher={Springer},
  doi={10.1007/978-3-030-69128-8_12}
}

@article{lecun1998mnist,
  title={The MNIST database of handwritten digits},
  author={LeCun, Yann},
  url={http://yann.lecun.com/exdb/mnist/},
  year={1998}
}

@software{Allaire_Quarto_2022,
author = {Allaire, J.J. and Teague, Charles and Scheidegger, Carlos and Xie, Yihui and Dervieux, Christophe},
doi = {10.5281/zenodo.5960048},
month = jan,
title = {{Quarto}},
url = {https://github.com/quarto-dev/quarto-cli},
version = {1.2},
year = {2022}
}

@software{torchtools,
  title = {{TorchTools}},
  author = {James Denholm},
  year = {2023},
  note = {Python package version 0.1.0},
  url = {https://github.com/jdenholm/TorchTools},
}