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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 Access10 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