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List of works by Amy McGovern

A Machine Learning Tutorial for Operational Meteorology. Part I: Traditional Machine Learning

scientific article published in 2022

AI profiles

scientific article published on 20 March 2017

Challenges and Benchmark Datasets for Machine Learning in the Atmospheric Sciences: Definition, Status, and Outlook

scientific article published in 2022

Enhancing understanding and improving prediction of severe weather through spatiotemporal relational learning

scientific article

Evaluation of statistical learning configurations for gridded solar irradiance forecasting

scholarly article

Machine learning in space: extending our reach

scholarly article by Amy McGovern & Kiri L. Wagstaff published 30 April 2011 in Machine Learning

NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES)

scientific article published in 2022

Scheduling Straight-Line Code Using Reinforcement Learning and Rollouts ⬇️

scholarly article by Amy McGovern & J. Eliot B. Moss published 1999 in Advances in Neural Information Processing Systems 11

Solar Energy Prediction: An International Contest to Initiate Interdisciplinary Research on Compelling Meteorological Problems

scientific article

Tornadic Supercell Environments Analyzed Using Surface and Reanalysis Data: A Spatiotemporal Relational Data-Mining Approach

scientific article

Using spatiotemporal relational random forests to improve our understanding of severe weather processes

scientific article

Welcome to AI Matters, volume 2, issue 2

scientific article published on 11 January 2016

Welcome to AI Matters, volume 2, issue 3

scientific article published on 21 June 2016

Welcome to AI matters 4(1)

scientific article published on 30 April 2018

Welcome to AI matters 4(2)

scientific article published on 30 July 2018

Welcome to AI matters 4(3)

scientific article published on 19 October 2018

Welcome to AI matters 4(4)

scientific article published on 11 January 2019

Welcome to AI matters 5(3)

scientific article published on 6 December 2019

Welcome to AI matters, volume 3, issue 4

scientific article published on 16 February 2018

Why we need to focus on developing ethical, responsible, and trustworthy artificial intelligence approaches for environmental science

scientific article published in 2022

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