Citations

The core contributors of this project are:

Name	Email	Github	Affiliation
Philippe Wyder	pwyder@uw.edu	GitWyd	University of Washington
Judah Goldfeder	jag2396@columbia.edu	Jgoldfeder	Columbia University
Alexey Yermakov	alexeyy@uw.edu	yyexela	University of Washington
Yue Zhao	yue.zhao@surf.nl	yuezhao6371	SURF (Netherlands)
Stefano Riva	stefano.riva@polimi.it	steriva	Politecnico di Milano
Jan Williams	jmpw1@uw.edu	Jan-Williams	University of Washington
David Zoro	zorodav@uw.edu	zorodav	University of Washington
Amy Sara Rude	amysrude@uw.edu	amysrude	University of Washington
Matteo Tomasetto	matteo.tomasetto@polimi.it	MatteoTomasetto	Politecnico di Milano
Joe Germany	jmg15@mail.aub.edu	joeGermany	American University of Beirut
Joseph Bakarji	jb50@aub.edu.lb	josephbakarji	American University of Beirut
Georg Maierhofer	gam37@cam.ac.uk	GeorgAUT	University of Cambridge
Miles Cranmer	mc2473.cam.ac.uk@gmail.com	MilesCranmer	University of Cambridge
Nathan Kutz	kutz@uw.edu	nathankutz	University of Washington

If you used our package in your work, please cite:

@article{wydercommon,
title={Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms},
author={Wyder, Philippe Martin and Goldfeder, Judah and Yermakov, Alexey and Zhao, Yue and Riva, Stefano and Williams, Jan P and Zoro, David and Rude, Amy Sara and Tomasetto, Matteo and Germany, Joe and Maierhofer, Georg and Cranmer, Miles and Kutz, J. Nathan},
journal={Advances in Neural Information Processing Systems},
year={2025}
}

and

@misc{yermakov2025seismicwavefieldcommontask,
    title={The Seismic Wavefield Common Task Framework},
    author={Alexey Yermakov and Yue Zhao and Marine Denolle and Yiyu Ni and Philippe M. Wyder and Judah Goldfeder and Stefano Riva and Jan Williams and David Zoro and Amy Sara Rude and Matteo Tomasetto and Joe Germany and Joseph Bakarji and Georg Maierhofer and Miles Cranmer and J. Nathan Kutz},
    year={2025},
    eprint={2512.19927},
    archivePrefix={arXiv},
    primaryClass={cs.LG},
    url={https://arxiv.org/abs/2512.19927},
}

If you used our data, please also cite:

@misc{ctf4science_osf,
    author={Yermakov, Alexey and Zhao, Yue and Denolle, Marine and Ni, Yiyu and Wyder, Philippe Martin and Goldfeder, Judah and Riva, Stefano and Williams, Jan P and Zoro, David and Rude, Amy Sara and Tomasetto, Matteo and Germany, Joe and Maierhofer, Georg and Cranmer, Miles and Kutz, J. Nathan},
    title={ctf4science},
    year={2025},
    doi={10.17605/OSF.IO/6RZHM},
    url={https://osf.io/6rzhm},
    note={Open Science Framework project}
}