NSF award 2412031 · Harvard University
Collaborative Research: FRGMS: Exploring hidden components in complex data: Geometry, uncertain quantifications, and dynamics
Final report due
28 November 2029
in 1,137 days · The award ends on 31 July 2029.
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- Decide about an extension2 Apr 2029in 897 days
award ending 2029-07-31 · Research.gov
- Extension request16 Jun 2029in 972 days
award ending 2029-07-31 · Research.gov
- No-cost extension notice21 Jul 2029in 1007 days
award ending 2029-07-31 · Research.gov
- Final report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
- Project outcomes report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
- Award is closed out28 Nov 2029in 1137 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
- 2412031
- Period of support
- 15 Aug 2026 – 31 Jul 2029
- Amount
- $225,000
- Awardee
- Harvard University, Cambridge, MA
- Program
- STATISTICS
- Directorate
- MPS
Abstract
The explosion of relational data, such as health records, social networks, and ranking systems, presents both opportunities and challenges for advancing science and addressing societal needs. These datasets often reveal hidden structures that can be represented using mathematical tools like non-negative matrices or tensors. However, current approaches face significant limitations: they struggle to account for the…
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