Publications per year
Publications per year
Fingerprint
Dive into the research topics where Machine Integration and Learning for Earth Systems is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Researchers
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Charlie Becker
- Computational & Information Systems Lab, Machine Integration and Learning for Earth Systems - Machine Learning Scientist III
Person
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David John Gagne
- Computational & Information Systems Lab, Machine Integration and Learning for Earth Systems - Machine Learning Scientist V
Person
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Gabrielle Gantos
- Computational & Information Systems Lab, Machine Integration and Learning for Earth Systems - Machine Learning Scientist II
Person
Publications
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(Re)Conceptualizing trustworthy AI: A foundation for change
Wirz, C. D., Demuth, J. L., Bostrom, A., Cains, M. G., Ebert-Uphoff, I., Gagne, D. J., Schumacher, A., McGovern, A. & Madlambayan, D., May 2025, In: Artificial Intelligence. 342, 104309.Research output: Contribution to journal › Review article › peer-review
Open Access4 Scopus citations -
Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation
Fan, D., Gagne, D. J. I., Greybush, S. J., Clothiaux, E. E., Schreck, J. S. & Shen, C., Jul 1 2025, (E-pub ahead of print) In: arXiv.Research output: Contribution to journal › Article › peer-review
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CAMulator: Fast Emulation of the Community Atmosphere Model
Chapman, W. E., Schreck, J., Sha, K., Gagne, D. J., Kimpara, D., Zanna, L., Mayer, K. & Berner, J., 2025, (E-pub ahead of print) In: arXiv.Research output: Contribution to journal › Article
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AI Weather Prediction Across Scales at US NSF NCAR
Gagne, D. J. (Speaker)
Sep 24 2025Activity: Give a talk or presentation › Invited talk
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Explainable AI for Weather and Climate
Gagne, D. J. (Speaker)
Sep 23 2025Activity: Give a talk or presentation › Invited talk
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NSF NCAR CREDIT: Community Research Earth Digital Intelligence Twin
Gagne, D. J. (Speaker)
Sep 16 2025Activity: Give a talk or presentation › Invited talk
Prizes
Datasets
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Global Total Projected Leaf Area Index Subset from the Community Land Model Version 5 (CLM5) Perturbed Parameter Ensemble Members
Silwimba, K. (Data Manager), Hawkins, L. (Creator), Dagon, K. (Contributor), Kennedy, D. (Creator) & Becker, C. (Contributor), Zenodo, Apr 8 2025
Dataset