Toward a Learnable Climate Model in the Artificial Intelligence Era
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Springer Science and Business Media LLC
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https://link.springer.com/content/pdf/10.1007/s00376-024-3305-9.pdf
Reference58 articles.
1. Bauer, P., A. Thorpe, and G. Brunet, 2015: The quiet revolution of numerical weather prediction. Nature, 525(7567), 47–55, https://doi.org/10.1038/nature14956.
2. Beucler, T., M. Pritchard, P. Gentine, and S. Rasp, 2020: Towards physically-consistent, data-driven models of convection. 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, IEEE, 3987–3990, https://doi.org/10.1109/IGARSS39084.2020.9324569.
3. Beucler, T., M. Pritchard, S. Rasp, J. Ott, P. Baldi, and P. Gentine, 2021: Enforcing analytic constraints in neural networks emulating physical systems. Physical Review Letters, 126(9), 098302, https://doi.org/10.1103/PhysRevLett.126.098302.
4. Bi, K. F., L. X. Xie, H. H. Zhang, X. Chen, X. T. Gu, and Q. Tian, 2023: Accurate medium-range global weather forecasting with 3D neural networks. Nature, 619(7970), 533–538, https://doi.org/10.1038/s41586-023-06185-3.
5. Bonavita, M., 2023: On some limitations of data-driven weather forecasting models. arXiv preprint arXiv: 2309.08473, https://doi.org/10.48550/arXiv.2309.08473.
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