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NSF award 2504073 · University of Massachusetts Amherst

III: Medium: Human-in-the-loop Visual AI for Precise Scientific Measurement

Final report due

29 December 2028

in 803 days · The award ends on 31 August 2028.

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Dates this award owes

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  • Decide about an extension3 May 2028in 563 days

    award ending 2028-08-31 · Research.gov

  • Extension request17 Jul 2028in 638 days

    award ending 2028-08-31 · Research.gov

  • No-cost extension notice21 Aug 2028in 673 days

    award ending 2028-08-31 · Research.gov

  • Final report due29 Dec 2028in 803 days

    award ending 2028-08-31 · Research.gov

  • Project outcomes report due29 Dec 2028in 803 days

    award ending 2028-08-31 · Research.gov

  • Award is closed out29 Dec 2028in 803 days

    award ending 2028-08-31 · Research.gov

Annual report dates come from the budget period on your award notice. That date is not public, so it is not shown here.

How we got this date

  1. NSF lists this award's end date as 31 August 2028.
  2. NSF rules say the final report is due no later than 120 days after that.
  3. So the final report is due by 29 December 2028.

Read the rule on Research.gov

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Award card

Award number
2504073
Period of support
1 Sep 2025 – 31 Aug 2028
Amount
$999,967
Awardee
University of Massachusetts Amherst, Amherst, MA
Program
Info Integration & Informatics
Directorate
CSE

Abstract

Artificial intelligence (AI) is revolutionizing scientific discovery by enabling researchers to analyze large and complex datasets that are otherwise beyond the reach of traditional methods. However, AI is not without limitations—it can introduce systematic errors, make unacceptable mistakes, and often lacks the statistical guarantees that scientists require. This project aims to unlock the full potential of AI in…

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