@software{jax2018,
  author = {James Bradbury and Roy Frostig and Peter Hawkins and Matthew James Johnson and Chris Leary and Dougal Maclaurin and George Necula and Adam Paszke and Jake Vander{P}las and Skye Wanderman-{M}ilne and Qiao Zhang},
  title = {{JAX}: composable transformations of {P}ython+{N}um{P}y programs},
  version = {0.3.13},
  year = {2018},
  url = {http://github.com/jax-ml/jax},
}

@article{kidger2021equinox,
  author = {Patrick Kidger and Cristian Garcia},
  title = {{E}quinox: neural networks in {JAX} via callable {P}y{T}rees and filtered transformations},
  journal = {Differentiable Programming workshop at Neural Information Processing Systems 2021},
  year = {2021},
  doi = {10.48550/arXiv.2111.00254},
  url = {https://doi.org/10.48550/arXiv.2111.00254},
}

@article{scikit-rf,
  title = {scikit-rf: An open source python package for microwave network creation, analysis, and calibration [speaker's corner]},
  author = {Arsenovic, Alexander and Hillairet, Julien and Anderson, John and Forst{\'e}n, Henrik and Rie{\ss}, V and Eller, M and Sauber, N and Weikle, R and Barnhart, W and Forstmayr, F},
  journal = {IEEE Microwave Magazine},
  volume = {23},
  number = {1},
  pages = {98--105},
  year = {2022},
  publisher = {IEEE},
  doi = {10.1109/MMM.2021.3117139},
  url = {https://doi.org/10.1109/MMM.2021.3117139},
}

@article{de2022reach,
	title = {The {REACH} radiometer for detecting the 21-cm hydrogen signal from redshift z ≈ 7.5–28},
	volume = {6},
	copyright = {2022 The Author(s), under exclusive licence to Springer Nature Limited},
	issn = {2397-3366},
  language = {en},
	number = {8},
	urldate = {2025-08-26},
	journal = {Nature Astronomy},
	author = {de Lera Acedo, E. and de Villiers, D. I. L. and Razavi-Ghods, N. and Handley, W. and Fialkov, A. and Magro, A. and Anstey, D. and Bevins, H. T. J. and Chiello, R. and Cumner, J. and Josaitis, A. T. and Roque, I. L. V. and Sims, P. H. and Scheutwinkel, K. H. and Alexander, P. and Bernardi, G. and Carey, S. and Cavillot, J. and Croukamp, W. and Ely, J. A. and Gessey-Jones, T. and Gueuning, Q. and Hills, R. and Kulkarni, G. and Maiolino, R. and Meerburg, P. D. and Mittal, S. and Pritchard, J. R. and Puchwein, E. and Saxena, A. and Shen, E. and Smirnov, O. and Spinelli, M. and Zarb-Adami, K.},
	month = aug,
	year = {2022},
	keywords = {Astronomical instrumentation, Cosmology, Early universe},
	pages = {984--998},
	doi = {10.1038/s41550-022-01709-9},
  url = {https://doi.org/10.1038/s41550-022-01709-9},
}

@article{allen2026circuit,
  title = {{Circuit Modeling for In Situ 21 cm Radiometer Calibration}},
  author = {Allen, Gary Vincent Charles and Pegwal, Saurabh and De Villiers, DIL and Anstey, Dominic and Artuc, Kaan and Bevins, HTJ and Bernardi, Gianni and Bucher, Martin and Carey, Steve and Cavillot, Jean and others},
  journal = {Journal of Astronomical Instrumentation},
  year = {2026},
  publisher = {World Scientific},
  doi = {10.1142/S2251171726500029},
  url = {https://doi.org/10.1142/S2251171726500029},
}

@article{gemini2023,
  title = {{Gemini: A Family of Highly Capable Multimodal Models}},
  author = {{Gemini Team, Google}},
  journal = {arXiv preprint arXiv:2312.11805},
  year={2023},
  doi = {arXiv.2312.11805},
  url = {https://doi.org/10.48550/arXiv.2312.11805}
}