27 citations · 34 across the 4 of their papers we have counts for
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physics.ao-ph2022★ 7 cited
Machine learning emulation of a local-scale UK climate model
Henry Addison, Elizabeth Kendon, Suman Ravuri +2
Climate change is causing the intensification of rainfall extremes. Precipitation projections with high spatial resolution are important for society to prepare for these changes, e…
physics.ao-ph2022★ 27 cited
Machine learning applications for weather and climate need greater focus on extremes
Peter AG Watson
Multiple studies have now demonstrated that machine learning (ML) can give improved skill for predicting or simulating fairly typical weather events, for tasks such as short-term a…