14 citations · 35 across the 5 of their papers we have counts for
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physics.ao-ph2023
Simulating the Air Quality Impact of Prescribed Fires Using Graph Neural Network-Based PM Forecasts
Kyleen Liao, Jatan Buch, Kara Lamb +1
The increasing size and severity of wildfires across the western United States have generated dangerous levels of PM concentrations in recent years. In a changing climate,…
physics.ao-ph2023★ 14 cited
Interpretable multiscale Machine Learning-Based Parameterizations of Convection for ICON
Helge Heuer, Mierk Schwabe, Pierre Gentine +2
Machine learning (ML)-based parameterizations have been developed for Earth System Models (ESMs) with the goal to better represent subgrid-scale processes or to accelerate computat…