Amy McGovern - Publications, H-index & Citations

Amy McGovern

University of Maryland College Park

36H指数

174论文数

4.4K被引数

收录论文 37

发表时间

Using Generative Artificial Intelligence Creatively in the Classroom and Research: Examples and Lessons Learned 在课堂和研究中创造性地使用生成式人工智能: 实例和经验教训

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2025-11-01

PREAI

Molina, Maria J.; McGovern, Amy; Perez-Carrasquilla, Jhayron S.; Li, Xiaowen; Tanamachi, Robin L.

(Re)Conceptualizing trustworthy AI: A foundation for change (重新) 概念化值得信赖的人工智能: 变革的基础

artificial intelligence review

IF4.6

2025-05-01

OAAI

Wirz, Christopher D.; Demuth, Julie L.; Bostrom, Ann; Cains, Mariana G.; Ebert-Uphoff, Imme; Gagne II, David John; Schumacher, Andrea; Mcgovern, Amy; Madlambayan, Deianna

An Assessment of How Domain Experts Evaluate Machine Learning in Operational Meteorology

WEATHER AND FORECASTING

IF3.1

2025-02-17

PREAI

Harrison, David r.; Mcgovern, Amy; Karstens, Christopher d.; Bostrom, Ann; Demuth, Julie l.; Jirak, Israel j; Marsu, Patrick

Exploring NWS Forecasters' Assessment of AI Guidance Trustworthiness

WEATHER AND FORECASTING

IF3.1

2024-08-01

PREAI

Cains, Mariana G.; Wirz, Christopher D.; Demuth, Julie L.; Bostrom, Ann; Gagne II, David John; McGovern, Amy; Sobash, Ryan A.; Madlambayan, Deianna

Identifying and Categorizing Bias in AI/ML for Earth Sciences 识别和分类地球科学AI/ML中的偏见

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2024-03-01

OAAI

Mcgovern, Amy; Bostrom, Ann; Mcgraw, Marie; Chase, Randy J.; Gagne II, David John; Ebert-Uphoff, Imme; Musgrave, Kate D.; Schumacher, Andrea

Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences 信任和值得信赖的人工智能: 环境科学中人工智能的研究议程

RISK ANALYSIS

IF3.3

2023-11-08

OAAI

Bostrom, Ann; Demuth, Julie L.; Wirz, Christopher D.; Cains, Mariana G.; Schumacher, Andrea; Madlambayan, Deianna; Bansal, Akansha Singh; Bearth, Angela; Chase, Randy; Crosman, Katherine M.; Ebert-Uphoff, Imme; Gagne, David John; Guikema, Seth; Hoffman, Robert; Johnson, Branden B.; Kumler-Bonfanti, Christina; Lee, John D.; Lowe, Anna; McGovern, Amy; Przybylo, Vanessa; Radford, Jacob T.; Roth, Emilie; Sutter, Carly; Tissot, Philippe; Roebber, Paul; Stewart, Jebb Q.; White, Miranda; Williams, John K.

A Machine Learning Tutorial for Operational Meteorology. Part II: Neural Networks and Deep Learning 操作气象学的机器学习教程。第二部分: 神经网络和深度学习

WEATHER AND FORECASTING

IF3.1

2023-08-01

OAAI

Chase, Randy J.; Harrison, David R.; Lackmann, Gary M.; Mcgovern, Amy

Trustworthy Artificial Intelligence for Environmental Sciences An Innovative Approach for Summer School

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2023-06-01

OAAI

McGovern, Amy; Gagne, David John; Wirz, Christopher D.; Ebert-Uphoff, Imme; Bostrom, Ann; Rao, Yuhan; Schumacher, Andrea; Flora, Montgomery; Chase, Randy; Mamalakis, Antonios; McGraw, Marie; Lagerquist, Ryan; Redmon, Robert J.; Peterson, Taysia

Challenges and Opportunities in Numerical Weather Prediction 数值天气预报的挑战与机遇

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2023-03-01

OAAI

Brotzge, Jerald A.; Berchoff, Don; Carlis, DaNa L.; Carr, Frederick H.; Carr, Rachel Hogan; Gerth, Jordan J.; Gross, Brian D.; Hamill, Thomas M.; Haupt, Sue Ellen; Jacobs, Neil; McGovern, Amy; Stensrud, David J.; Szatkowski, Gary; Szunyogh, Istvan; Wang, Xuguang

A Machine Learning Tutorial for Operational Meteorology. Part I: Traditional Machine Learning 操作气象学的机器学习教程。第一部分: 传统机器学习

WEATHER AND FORECASTING

IF3.1

2022-08-01

OAAI

Chase, Randy J.; Harrison, David R.; Burke, Amanda; Lackmann, Gary M.; McGovern, Amy

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

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2022-07-01

OAAI

McGovern, Amy; Bostrom, Ann; Davis, Phillip; Demuth, Julie L. L.; Ebert-Uphoff, Imme; He, Ruoying; Hickey, Jason; Gagne II, David John; Snook, Nathan; Stewart, Jebb Q. Q.; Thorncroft, Christopher; Tissot, Philippe; Williams, John K. K.

Comparing and Interpreting Differently Designed Random Forests for Next-Day Severe Weather Hazard Prediction 比较和解释不同设计的随机森林，以预测第二天的严重天气灾害

WEATHER AND FORECASTING

IF3.1

2022-06-01

PREAI

Loken, Eric D.; Clark, Adam J.; McGovern, Amy

The History and Practice of AI in the Environmental Sciences

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2022-05-01

OAAI

Haupt, Sue Ellen; Gagne, David John; Hsieh, William W.; Krasnopolsky, Vladimir; McGovern, Amy; Marzban, Caren; Moninger, William; Lakshmanan, Valliappa; Tissot, Philippe; Williams, John K.

Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences 在地球和环境科学中开发人工智能的展望

BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

IF5.9

2021-05-01

OAAI

Boukabara, Sid-Ahmed; Krasnopolsky, Vladimir; Penny, Stephen G.; Stewart, Jebb Q.; McGovern, Amy; Hall, David; Ten Hoeve, John E.; Hickey, Jason; Allen Huang, Hung-Lung; Williams, John K.; Ide, Kayo; Tissot, Philippe; Haupt, Sue Ellen; Casey, Kenneth S.; Oza, Nikunj; Geer, Alan J.; Maddy, Eric S.; Hoffman, Ross N.

Data Availability Principles and Practice

WEATHER AND FORECASTING

IF3.1

2020-12-01

PREAI

Lackmann, Gary M.; Ancell, Brian; Bunkers, Matthew; Kirtman, Ben; Kosiba, Karen; McGovern, Amy; McMurdie, Lynn; Pu, Zhaoxia; Ritchie, Elizabeth; Huntington, Henry P.

Development of a Probabilistic Subfreezing Road Temperature Nowcast and Forecast Using Machine Learning

WEATHER AND FORECASTING

IF3.1

2020-10-01

OAAI

Handler, Shawn L.; Reeves, Heather D.; McGovern, Amy

Climatology and Variability of Warm and Cold Fronts over North America from 1979 to 2018

JOURNAL OF CLIMATE

IF4

2020-08-01

OAAI

Lagerquist, Ryan; Allen, John T.; McGovern, Amy