Papers of the Month

Machine Learning for Climate and Weather
2

November 2024:

  1. Li, Y., Han, W., Li, H., Duan, W., Chen, L., Zhong, X., et al. (2024). Fuxi-en4dvar: An assimilation system based on machine learning weather forecasting model ensuring physical constraints. Geophysical Research Letters, 51, e2024GL111136. https://doi.org/10.1029/2024GL111136

  2. [2306.01984] DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

  3. [2408.09627] Machine Learning for the Physics of Climate

  4. [2410.12938] Multi-modal graph neural networks for localized off-grid weather forecasting

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