@article{acceleratingscientificdiscoverywiththeco, title = {Accelerating scientific discovery with the common task framework}, author = {J. Nathan Kutz and Peter Battaglia and Michael Brenner and Kevin Carlberg and Aric Hagberg and Shirley Ho and Stephan Hoyer and Henning Lange and Hod Lipson and Michael W. Mahoney and Frank Noe and Max Welling and Laure Zanna and Francis Zhu and Steven L. Brunton}, year = {2025}, eprint = {2511.04001}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.04001}, }