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Amy McGovern

Machine Learning Estimation of Maximum Vertical Velocity from Radar

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Oct 13, 2023
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Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction

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Nov 18, 2022
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Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement

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Nov 16, 2022
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A Machine Learning Tutorial for Operational Meteorology, Part II: Neural Networks and Deep Learning

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Oct 31, 2022
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Global Extreme Heat Forecasting Using Neural Weather Models

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May 23, 2022
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A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning

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Apr 15, 2022
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The Need for Ethical, Responsible, and Trustworthy Artificial Intelligence for Environmental Sciences

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Dec 15, 2021
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Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System

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Nov 12, 2020
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