Selecting robust features for machine-learning applications using multidata causal discovery T Beucler, FIH Tam, MS Gomez, J Runge, A Gerhardus Environmental Data Science 2, e27, 2023 | 3 | 2023 |
Identifying Thermodynamic and Kinematic Structures Favoring Tropical Cyclone Intensification with Interpretable, Data-driven Models FIH Tam, TG Beucler, JH Ruppert 103rd AMS Annual Meeting, 2023 | 1 | 2023 |
Polarimetric size sorting signatures in the convective regions of mesoscale convective systems in PECAN: Implications on kinematics, thermodynamics, and precipitation pathways. FIH Tam, MJ Yang, W Lee J. Geophys. Res. Atmos., 2022 | 1 | 2022 |
TCBench: A Platform for the Data-Driven Prediction of Tropical Cyclones MS Gomez, M McGraw, L Poulain-Auzeau, FIH Tam, SG Sudheesh, ... 36th Conference on Hurricanes and Tropical Meteorology, 2024 | | 2024 |
Extracting Three-dimensional Radiative Patterns Favoring Tropical Cyclogenesis with an Interpretable, Data-Driven Model FIH Tam, T Beucler, JH Ruppert 36th Conference on Hurricanes and Tropical Meteorology, 2024 | | 2024 |
Causal Feature Selection for Tropical Cyclone Intensity Forecasting TG Beucler, SG SUDHEESH, FIH Tam, MS Gomez, M McGraw, ... 104th AMS Annual Meeting, 2024 | | 2024 |
Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification FIH Tam, T Beucler, JH Ruppert Jr arXiv preprint arXiv:2401.09493, 2024 | | 2024 |
Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification F Iat-Hin Tam, T Beucler, JH Ruppert Jr arXiv e-prints, arXiv: 2401.09493, 2024 | | 2024 |
Causal Discovery to Improve Machine Learning-Based Tropical Cyclone Intensity Predictions SG Sudheesh, TG Beucler, FIH Tam, A Gerhardus, J Runge 103rd AMS Annual Meeting, 2023 | | 2023 |
Investigating the Kinematic and Thermodynamic Implications of Polarimetric Size Sorting Signatures in MCS Convective Regions FIH Tam, MJ Yang, WC Lee 103rd AMS Annual Meeting, 2023 | | 2023 |
A Data-Driven Approach to Isolate the Role of Radiative Heating in Tropical Cyclone Intensification F Iat-Hin Tam, T Beucler, J Ruppert EGU General Assembly Conference Abstracts, EGU22-6921, 2022 | | 2022 |
A Data-Driven Approach to Isolate the Role of Radiative Heating in Tropical Cyclone Intensification FIH Tam, T Beucler, J Ruppert EGU22, 2022 | | 2022 |
Microphysical and Near-Storm Environmental Control on the Maintenance of the 15 July 2015 MCS FIH Tam | | |