NSF award 2615941 · Johns Hopkins University
CAIG: Accelerating Ocean Data Assimilation with Machine Learning
Final report due
28 November 2029
in 1,136 days · The award ends on 31 July 2029.
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Dates this award owes
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- Decide about an extension2 Apr 2029in 896 days
award ending 2029-07-31 · Research.gov
- Extension request16 Jun 2029in 971 days
award ending 2029-07-31 · Research.gov
- No-cost extension notice21 Jul 2029in 1006 days
award ending 2029-07-31 · Research.gov
- Final report due28 Nov 2029in 1136 days
award ending 2029-07-31 · Research.gov
- Project outcomes report due28 Nov 2029in 1136 days
award ending 2029-07-31 · Research.gov
- Award is closed out28 Nov 2029in 1136 days
award ending 2029-07-31 · Research.gov
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- NSF lists this award's end date as 31 July 2029.
- NSF rules say the final report is due no later than 120 days after that.
- So the final report is due by 28 November 2029.
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Award card
- Award number
- 2615941
- Period of support
- 1 Aug 2026 – 31 Jul 2029
- Amount
- $1,146,677
- Awardee
- Johns Hopkins University, Baltimore, MD
- Program
- AI and Geosciences
- Directorate
- GEO
Abstract
The project aims to exploit the power and potential of machine learning to improve the integration of ocean data into models using so-called data assimilation techniques. Ocean data assimilation combines real ocean observations with computer models of ocean currents to get a better picture of the ocean state now and in the future. Machine learning technology is expected to speed up ocean data assimilation, which is…
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