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A. Sengupta

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Open access Sep 2026

Diagnosing Forecast Error Propagation and Large‐Scale Dynamics of Weather Extremes With an AI Weather Model

A true‐state constraint (TSC) method that can diagnose error propagation by adjusting forecasts in an upstream region toward reanalysis data and tracking the responses elsewhere, and a climatology constraint method that, when combined with the TSC method, can quantify the remote impacts of evolving atmospheric circulat...

Yan-Bo Nie, A. Sengupta, J. Baño-Medina et al. · 1 citation
#artificial intelligence Preprint Sep 2026

West-WRF AI 2-km: High-Resolution Prediction of Integrated Vapor Transport and Precipitation

A stretched-grid artificial intelligence weather forecasting model with 2-km resolution over the western United States and part of the Northeast Pacific and approximately 31-km resolution elsewhere globally provides its greatest value for localized precipitation extremes and intense AR-related moisture transport.

Nazak Rouzegari, V. A. Gorooh, A. Sengupta et al. · 0 citations

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