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Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations

Published Online: 2024-09-25

Authors

McGreivy, Nick https://orcid.org/0000-0003-2073-9593
Hakim, Ammar
Funding

Funding for this research was provided by:

U.S. Department of Energy (DE-AC02-09CH11466, DE-AC02-09CH11466)

DOE | Advanced Research Projects Agency - Energy (DE-AC02-09CH11466)
License Information

Text and Data Mining valid from 2024-09-25

Version of Record valid from 2024-09-25
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Article History

Received: 23 August 2023

Accepted: 13 August 2024

First Online: 25 September 2024

Competing interests

: The authors declare no competing interests.

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