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physics.ao-ph2025★ 1 cited
From Winter Storm Thermodynamics to Wind Gust Extremes: Discovering Interpretable Equations from Data
Frederick Iat-Hin Tam, Fabien Augsburger, Tom Beucler
Reliably identifying and understanding temporal precursors to extreme wind gusts is crucial for early warning and mitigation. This study proposes a simple data-driven approach to e…
physics.ao-ph2024★ 1 cited
Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification
Frederick Iat-Hin Tam, Tom Beucler, James H. Ruppert
Cloud radiative feedback impacts early tropical cyclone (TC) intensification, but limitations in existing diagnostic frameworks make them unsuitable for studying asymmetric or tran…