NSF award 2627490 · Florida State University
Trustworthy Model Adaptation for Manufacturing Process Certification under Corrupted Data via Knowledge-Guided Unlearning
Final report due
30 April 2030
in 1,290 days · The award ends on 31 December 2029.
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- Decide about an extension2 Sep 2029in 1050 days
award ending 2029-12-31 · Research.gov
- Extension request16 Nov 2029in 1125 days
award ending 2029-12-31 · Research.gov
- No-cost extension notice21 Dec 2029in 1160 days
award ending 2029-12-31 · Research.gov
- Final report due30 Apr 2030in 1290 days
award ending 2029-12-31 · Research.gov
- Project outcomes report due30 Apr 2030in 1290 days
award ending 2029-12-31 · Research.gov
- Award is closed out30 Apr 2030in 1290 days
award ending 2029-12-31 · Research.gov
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- NSF lists this award's end date as 31 December 2029.
- NSF rules say the final report is due no later than 120 days after that.
- So the final report is due by 30 April 2030.
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Award card
- Award number
- 2627490
- Period of support
- 1 Jan 2027 – 31 Dec 2029
- Amount
- $299,999
- Awardee
- Florida State University, Tallahassee, FL
- Program
- MSI-Manufacturing Systms Integ
- Directorate
- ENG
Abstract
Advanced manufacturing systems increasingly rely on predictive computer models to connect process observations with diagnosis, quality prediction, and certification decisions. These models are often developed from simulations, historical records, sensor measurements, and engineering assumptions, then deployed within broader digital manufacturing workflows. When some of these sources contain mislabeled examples,…
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