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Flow diagram of gradient boosting machine learning method.

Improving Convection Trigger Functions Using Machine Learning

A novel deep convection trigger function using XGBoost improves precipitation simulation ...
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Adding Mesoscale Heating in E3SMv1 Improves MJO and Precipitation

Adding Mesoscale Heating in E3SMv1 Improves MJO and Precipitation

Scientists added a mesoscale heating parameterization to E3SMv1 improving MJO representation ...
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Quantifying the Occurrence of Record Hot Years Through Normalized Warming Trends

Quantifying the Occurrence of Record Hot Years Through Normalized Warming Trends

A new study identifies the tropics as an area of frequent record-breaking hot years ...
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Tropical Cyclone Simulation in E3SM

Tropical Cyclone Simulation in E3SM

New analysis assesses the realism and biases of tropical cyclones at various resolutions in E3SMv1 ...
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Equations for simplified atmospheric-ocean heat transfer

Interface Flux Recovery Method for Ocean-Atmosphere Coupling

More accurate estimates of interface flux increases the robustness of coupled-system simulations ...
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