Search Results for author: Frederick Iat-Hin Tam

Found 2 papers, 2 papers with code

Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification

1 code implementation17 Jan 2024 Frederick Iat-Hin Tam, Tom Beucler, James H. Ruppert Jr

Cloud radiative feedback impacts early tropical cyclone (TC) intensification, but limitations in existing diagnostic frameworks make them unsuitable for studying asymmetric or transient radiative heating.

Decoder

Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery

1 code implementation11 Apr 2023 Saranya Ganesh S., Tom Beucler, Frederick Iat-Hin Tam, Milton S. Gomez, Jakob Runge, Andreas Gerhardus

We apply our framework to the statistical intensity prediction of Western Pacific Tropical Cyclones (TC), for which it is often difficult to accurately choose drivers and their dimensionality reduction (time lags, vertical levels, and area-averaging).

Causal Discovery Dimensionality Reduction +3

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