Publications per year
Publications per year
Personal profile
Education/Academic qualification
Computer and Information Science, MS, Universitat de Barcelona
Economics, BA, Wellesley College
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Dive into the research topics where Gabrielle Gantos 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
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Publications
- 6 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 -
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 -
Mimicking non-ideal instrument behavior for hologram processing using neural style translation
Schreck, J. S., Hayman, M., Gantos, G., Bansemer, A. & Gagne, D. J., Jun 5 2023, In: Optics Express. 31, 12, p. 20049-20067 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Neural network processing of holographic images
Schreck, J. S., Gantos, G., Hayman, M., Bansemer, A. & Gagne, D. J., Oct 14 2022, In: Atmospheric Measurement Techniques. 15, 19, p. 5793-5819 27 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations