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Publication search results
found 67 matches
- 2024
- Amy McGovern, Imme Ebert-Uphoff, Elizabeth A. Barnes, Ann Bostrom, Mariana G. Cains, Phillip Davis, Julie L. Demuth, Dimitrios I. Diochnos, Andrew H. Fagg, Philippe Tissot, John K. Williams, Christopher D. Wirz:
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography. AI Mag. 45(1): 105-110 (2024) - Roch Guérin, Amy McGovern, Klara Nahrstedt:
Report on the NSF Workshop on Sustainable Computing for Sustainability (NSF WSCS 2024). CoRR abs/2407.06119 (2024) - Maria J. Molina, Amy McGovern, Jhayron S. Perez-Carrasquilla, Robin L. Tanamachi:
Using Generative Artificial Intelligence Creatively in the Classroom: Examples and Lessons Learned. CoRR abs/2409.05176 (2024) - 2023
- Randy J. Chase, Amy McGovern, Cameron Homeyer, Peter Marinescu, Corey K. Potvin:
Machine Learning Estimation of Maximum Vertical Velocity from Radar. CoRR abs/2310.09392 (2023) - 2022
- Randy J. Chase, David R. Harrison, Amanda Burke, Gary M. Lackmann, Amy McGovern:
A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning. CoRR abs/2204.07492 (2022) - Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal, Jason Hickey:
Global Extreme Heat Forecasting Using Neural Weather Models. CoRR abs/2205.10972 (2022) - Randy J. Chase, David R. Harrison, Gary M. Lackmann, Amy McGovern:
A Machine Learning Tutorial for Operational Meteorology, Part II: Neural Networks and Deep Learning. CoRR abs/2211.00147 (2022) - Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler:
Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement. CoRR abs/2211.08943 (2022) - Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler:
Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction. CoRR abs/2211.10378 (2022) - 2021
- Zhi Li, Mengye Chen, Shang Gao, Xiangyu Luo, Jonathan J. Gourley, Pierre Kirstetter, Tiantian Yang, Randall L. Kolar, Amy McGovern, Yixin Wen, Bo Rao, Teshome Yami, Yang Hong:
CREST-iMAP v1.0: A fully coupled hydrologic-hydraulic modeling framework dedicated to flood inundation mapping and prediction. Environ. Model. Softw. 141: 105051 (2021) - Amy McGovern, Imme Ebert-Uphoff, David John Gagne II, Ann Bostrom:
The Need for Ethical, Responsible, and Trustworthy Artificial Intelligence for Environmental Sciences. CoRR abs/2112.08453 (2021) - 2020
- Amy McGovern:
NSF AI institute for research on trustworthy ai in weather, climate, and coastal oceanography. AI Matters 6(3): 14-16 (2020) - Amy McGovern, Iolanda Leite, Anuj Karpatne:
Welcome to AI Matters 6(1). AI Matters 6(1): 3-4 (2020) - Montgomery Flora, Corey K. Potvin, Patrick S. Skinner, Shawn Handler, Amy McGovern:
Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System. CoRR abs/2012.00679 (2020) - 2019
- Sven Koenig, Sanmay Das, Rosemary D. Paradis, John P. Dickerson, Yolanda Gil, Katherine Guo, Benjamin Kuipers, Iolanda Leite, Hang Ma, Nicholas Mattei, Amy McGovern, Larry R. Medsker, Todd W. Neller, Marion Neumann, Plamen Petrov, Michael Rovatsos, David G. Stork:
ACM SIGAI activity report. AI Matters 5(3): 6-11 (2019) - Amy McGovern, Iolanda Leite:
Welcome to AI matters 5(1). AI Matters 5(1): 3 (2019) - Amy McGovern, Iolanda Leite:
Welcome to AI matters 5(2). AI Matters 5(2): 3 (2019) - Amy McGovern, Iolanda Leite:
Welcome to AI matters 5(3). AI Matters 5(3): 4-5 (2019) - Amy McGovern, Iolanda Leite, Anuj Karpatne:
Welcome to AI matters 5(4). AI Matters 5(4): 3-4 (2019) - 2018
- Eric Eaton, Amy McGovern:
Welcome to AI matters, volume 3, issue 4. AI Matters 3(4): 3 (2018) - Sven Koenig, Sanmay Das, Rosemary D. Paradis, John P. Dickerson, Yolanda Gil, Katherine Guo, Benjamin Kuipers, Hang Ma, Nicholas Mattei, Amy McGovern, Larry R. Medsker, Todd W. Neller, Plamen Petrov, Michael Rovatsos, David G. Stork:
ACM SIGAI activity report. AI Matters 4(3): 7-11 (2018) - Amy McGovern:
Welcome to AI matters 4(2). AI Matters 4(2): 3-4 (2018) - Amy McGovern:
Welcome to AI matters 4(3). AI Matters 4(3): 3 (2018) - Amy McGovern, Eric Eaton:
An interview with Ayanna Howard. AI Matters 3(4): 5-7 (2018) - Amy McGovern, Eric Eaton:
Welcome to AI matters 4(1). AI Matters 4(1): 3-4 (2018) - Amy McGovern, Iolanda Leite:
Welcome to AI matters 4(4). AI Matters 4(4): 3-4 (2018) - 2017
- Eric Eaton, Amy McGovern:
Welcome to AI matters, volume 3, issue 2. AI Matters 3(2): 3 (2017) - Eric Eaton, Amy McGovern:
Welcome to AI matters, volume 3, issue 3. AI Matters 3(3): 3 (2017) - Sven Koenig, Sanmay Das, Rosemary D. Paradis, Eric Eaton, Yolanda Gil, Katherine Guo, Bojun Huang, Albert Jiang, Benjamin Kuipers, Nicholas Mattei, Amy McGovern, Larry R. Medsker, Todd W. Neller, Plamen Petrov, Michael Rovatsos, David G. Stork:
ACM SIGAI activity report. AI Matters 3(3): 7-11 (2017) - Amy McGovern, Eric Eaton:
AI profiles: an interview with Jim Kurose. AI Matters 3(1): 14-16 (2017)
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