Correcting a 200 km Resolution Climate Model in Multiple Climates by Machine Learning From 25 km Resolution Simulations
Author:
Affiliation:
1. Allen Institute for Artificial Intelligence Seattle WA USA
2. Geophysical Fluid Dynamics Laboratory NOAA Princeton NJ USA
Funder
Allen Institute for Artificial Intelligence
Publisher
American Geophysical Union (AGU)
Subject
General Earth and Planetary Sciences,Environmental Chemistry,Global and Planetary Change
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2022MS003219
Reference47 articles.
1. The Global Precipitation Climatology Project (GPCP) Monthly Analysis (New Version 2.3) and a Review of 2017 Global Precipitation
2. A Hybrid Approach to Atmospheric Modeling That Combines Machine Learning With a Physics‐Based Numerical Model
3. How to Calibrate a Dynamical System With Neural Network Based Physics?
4. Beucler T. Pritchard M. Yuval J. Gupta A. Peng L. Rasp S. et al. (2021).Climate‐invariant machine learning. arXiv:2112.08440 [physics].
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