NSF award 2543755 · University of Chicago
CAREER: Active Representation Learning for Real-World Adaptive Experimental Design
Final report due
28 November 2031
in 1,867 days · The award ends on 31 July 2031.
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- Decide about an extension2 Apr 2031in 1627 days
award ending 2031-07-31 · Research.gov
- Extension request16 Jun 2031in 1702 days
award ending 2031-07-31 · Research.gov
- No-cost extension notice21 Jul 2031in 1737 days
award ending 2031-07-31 · Research.gov
- Final report due28 Nov 2031in 1867 days
award ending 2031-07-31 · Research.gov
- Project outcomes report due28 Nov 2031in 1867 days
award ending 2031-07-31 · Research.gov
- Award is closed out28 Nov 2031in 1867 days
award ending 2031-07-31 · Research.gov
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- NSF lists this award's end date as 31 July 2031.
- NSF rules say the final report is due no later than 120 days after that.
- So the final report is due by 28 November 2031.
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Award card
- Award number
- 2543755
- Period of support
- 1 Aug 2026 – 31 Jul 2031
- Amount
- $569,125
- Awardee
- University of Chicago, Chicago, IL
- Program
- Robust Intelligence
- Directorate
- CSE
Abstract
Artificial intelligence is increasingly used to guide scientific discovery, engineering design, and complex decision-making, where each experiment or trial can be costly and time-consuming. A central challenge is how to efficiently identify the most informative experiments from vast and complex design spaces, especially when observations are limited and uncertainty is high. This project develops a new paradigm for…
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