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Amy McGovern
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Exploring NWS Forecasters’ Assessment of AI Guidance Trustworthiness
MG Cains, CD Wirz, JL Demuth, A Bostrom, DJ Gagne, A McGovern, ...
Weather and Forecasting, 2024
12024
Report on the NSF Workshop on Sustainable Computing for Sustainability (NSF WSCS 2024)
R Guérin, A McGovern, K Nahrstedt
arXiv preprint arXiv:2407.06119, 2024
2024
The value of convergence research for developing trustworthy AI for weather, climate, and ocean hazards
A McGovern, J Demuth, A Bostrom, CD Wirz, PE Tissot, MG Cains, ...
npj Natural Hazards 1 (1), 13, 2024
2024
Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences
A Bostrom, JL Demuth, CD Wirz, MG Cains, A Schumacher, ...
Risk Analysis 44 (6), 1498-1513, 2024
62024
Part 1: Improving Wildfire Occurrence Prediction for CONUS Using Deep Learning and Fire Weather Variables
BL Earnest, A McGovern, C Karstens, I Jirak
Artificial Intelligence for the Earth Systems, 2024
2024
Machine Learning Estimation of Maximum Vertical Velocity from Radar
RJ Chase, A McGovern, CR Homeyer, PJ Marinescu, CK Potvin
Artificial Intelligence for the Earth Systems 3 (2), 230095, 2024
2024
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography
A McGovern, I Ebert‐Uphoff, EA Barnes, A Bostrom, MG Cains, P Davis, ...
AI Magazine 45 (1), 105-110, 2024
2024
Identifying and Categorizing Bias in AI/ML for Earth Sciences
A McGovern, A Bostrom, M McGraw, RJ Chase, DJ Gagne, I Ebert-Uphoff, ...
Bulletin of the American Meteorological Society 105 (3), E567-E583, 2024
32024
Improving the Sharpness of Deep Learning Generated Weather Predictions
M Yu, MM Madsen, A McGovern
104th AMS Annual Meeting, 2024
2024
Visualizing Data-Driven AI Models to Engage Operational Forecasters
JT Radford, I Ebert-Uphoff, JQ Stewart, RT DeMaria, T Wilson, JL Demuth, ...
104th AMS Annual Meeting, 2024
2024
An Improved Deep Learning Algorithm for Operational Detection of Frontal Boundaries
AD Justin, A McGovern, JT Allen, JK Williams
104th AMS Annual Meeting, 2024
2024
Lessons Learned from Building Real-Time Machine Learning Testbeds for AI2ES
DJ Gagne, JK Williams, JQ Stewart, J Demuth, PE Tissot, A Kurbanovas, ...
104th AMS Annual Meeting, 2024
2024
Using AI Creatively In the Classroom: Lessons Learned
A McGovern
104th AMS Annual Meeting, 2024
2024
A Deep Learning Approach to Severe Weather Subseasonal Forecasting over the United States
MM Madsen, A McGovern
104th AMS Annual Meeting, 2024
2024
Estimating Uncertainty of Water Temperature Predictions for Cold-Stunning Events in the Laguna Madre
HM Marrero-Colominas, M Shotande, AH Fagg, M White, P Tissot, ...
104th AMS Annual Meeting, 2024
2024
LaunchCast: Deep Learning for Space Operations
BT McClung, A McGovern
104th AMS Annual Meeting, 2024
2024
Exploring the Role of Weather Forecasts in Predicting Wildfire Occurrence for CONUS Using the Unet3+ Deep Learning Model
B Earnest, A McGovern, C Karstens, IL Jirak
104th AMS Annual Meeting, 2024
2024
The Key Role of AI in the Future of Weather Forecasting
A McGovern
104th AMS Annual Meeting, 2024
2024
Explaining the Sources of Uncertainty in Machine Learning Winter Precipitation-Type Predictions
C Becker, DJ Gagne, J Schreck, G Gantos, T Martin, D Kimpara, ...
104th AMS Annual Meeting, 2024
2024
Detecting Above-Anvil Cirrus Plumes on a Pixel Scale Using Deep Learning
A Burke, CR Homeyer, A McGovern
104th AMS Annual Meeting, 2024
2024
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