Benchmarking of Machine Learning Ocean Subgrid Parameterizations in an Idealized Model
Author:
Affiliation:
1. Courant Institute of Mathematical Sciences New York University New York NY USA
2. Center for Data Science New York University New York NY USA
Publisher
American Geophysical Union (AGU)
Subject
General Earth and Planetary Sciences,Environmental Chemistry,Global and Planetary Change
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2022MS003258
Reference100 articles.
1. Abernathey R. Rocha C. B. Ross A. Jansen M. Li Z. Poulin F. J. et al. (2022).pyqg/pyqg: V0.7.2[Dataset].Zenodo.https://doi.org/10.5281/zenodo.6563667
2. Sanity checks for saliency maps;Adebayo J.;Advances in Neural Information Processing Systems,2018
3. A deformation-based parametrization of ocean mesoscale eddy reynolds stresses
4. On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
5. How to explain individual classification decisions;Baehrens D.;Journal of Machine Learning Research,2010
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