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physics.ao-ph2025
Enhancing Deterministic Freezing Level Predictions in the Northern Sierra Nevada Through Deep Neural Networks
Vesta Afzali Gorooh, Agniv Sengupta, Shawn Roj +4
Accurate prediction of the freezing level is essential for hydrometeorological forecasting systems, with direct implications for runoff generation and reservoir management. In this…
physics.ao-ph2024
Harnessing AI data-driven global weather models for climate attribution: An analysis of the 2017 Oroville Dam extreme atmospheric river
Jorge Baño-Medina, Agniv Sengupta, Allison Michaelis +3
AI data-driven models (Graphcast, Pangu Weather, Fourcastnet, and SFNO) are explored for storyline-based climate attribution due to their short inference times, which can accelerat…