A two-stage symbolic regression plus generative model framework recovers governing interaction terms and forcing in stochastic triad models while accurately predicting statistical moments up to order five.
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3 Pith papers cite this work. Polarity classification is still indexing.
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The negative meridional moisture gradient reduces African easterly jet magnitude by 30% through vapor buoyancy counteracting the temperature gradient in thermal wind balance, with the effect strengthening under global warming in CMIP6 data.
Moisture convergence, atmospheric instability, and column-integrated water vapor explain up to 50% of the monthly variance in tropical MCS frequency and precipitation, with importance varying by region and season.
citing papers explorer
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The finite expression method for turbulent dynamics with high-order moment recovery
A two-stage symbolic regression plus generative model framework recovers governing interaction terms and forcing in stochastic triad models while accurately predicting statistical moments up to order five.
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Water vapor buoyancy and the African easterly jet
The negative meridional moisture gradient reduces African easterly jet magnitude by 30% through vapor buoyancy counteracting the temperature gradient in thermal wind balance, with the effect strengthening under global warming in CMIP6 data.
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Modulation Effects of Atmospheric Environmental Conditions on Mesoscale Convective Systems over Tropical Oceans
Moisture convergence, atmospheric instability, and column-integrated water vapor explain up to 50% of the monthly variance in tropical MCS frequency and precipitation, with importance varying by region and season.