Publications per year
Publications per year
Personal profile
Education/Academic qualification
Hydrology, MS, Boise State University
Hydrology, MS, Boise State University
Meteorology, BS, Metropolitan State College of Denver
Meteorology, BS, Metropolitan State University
External positions
Affiliate Faculty Lecturer, Metropolitan State University of Denver
Aug 10 2022 → …
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Dive into the research topics where Charlie Becker is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
Publications
- 7 Article
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Community Research Earth Digital Intelligence Twin: a scalable framework for AI-driven Earth System Modeling
Schreck, J. S., Sha, Y., Chapman, W., Kimpara, D., Berner, J., McGinnis, S., Kazadi, A., Sobhani, N., Kirk, B., Becker, C., Gantos, G. & Gagne, D. J., Dec 2025, In: npj Climate and Atmospheric Science. 8, 1, 239.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach
Jahan, I., Schreck, J. S., Gagne, D. J., Becker, C. & Astitha, M., Sep 2025, In: Environmental Modelling and Software. 193, 106595.Research output: Contribution to journal › Article › peer-review
Open Access -
Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications
Schreck, J. S., Gagne, D. J., Becker, C., Chapman, W. E., Elmore, K., Fan, D., Gantos, G., Kim, E., Kimpara, D., Martin, T., Molina, M. J., Przybylo, V. M., Radford, J., Saavedra, B., Willson, J. & Wirz, C., 2024, In: Artificial Intelligence for the Earth Systems. 3, 4, p. 230093 1 p.Research output: Contribution to journal › Article › peer-review
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Diagnosing Storm Mode with Deep Learning in Convection-Allowing Models
Sobash, R. A., Gagne, D. J., Becker, C. L., Ahijevych, D., Gantos, G. N. & Schwartz, C. S., Aug 2023, In: Monthly Weather Review. 151, 8, p. 2009-2027 19 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Machine Learning for Improving Surface-Layer-Flux Estimates
McCandless, T., Gagne, D. J., Kosović, B., Haupt, S. E., Yang, B., Becker, C. & Schreck, J., Nov 2022, In: Boundary-Layer Meteorology. 185, 2, p. 199-228 30 p.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations
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