NSF award 2543901 · Oklahoma State University

CAREER: Human-AI Collaboration to Debug Analog Circuits

Final report due

28 June 2031

in 1,714 days · The award ends on 28 February 2031.

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PAPPG 24-1: “at least 45 days prior to the end date”
No-cost extension notice18 Feb 2031in 1584 days
award ending 2031-02-28 · Research.gov
PAPPG 24-1: “at least ten calendar days prior to the end date”
Final report due28 Jun 2031in 1714 days
award ending 2031-02-28 · Research.gov
PAPPG 24-1: “no later than 120-days following the end date of the award”
Project outcomes report due28 Jun 2031in 1714 days
award ending 2031-02-28 · Research.gov
PAPPG 24-1: “no later than 120 days following the end date”
Award is closed out28 Jun 2031in 1714 days
award ending 2031-02-28 · Research.gov
PAPPG 24-1: “financially closed out 120 days after their expiration date”

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NSF lists this award's end date as 28 February 2031.
NSF rules say the final report is due no later than 120 days after that.
So the final report is due by 28 June 2031.

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Award card

Award number: 2543901
Period of support: 15 Mar 2026 – 28 Feb 2031
Amount: $595,829
Awardee: Oklahoma State University, Stillwater, OK
Program: Software & Hardware Foundation
Directorate: CSE

Abstract

Today, analog circuit debugging is a daunting task because of its manual nature and heavy reliance on experience. A manual root cause search is time-consuming, which creates a profitability issue for the semiconductor industry by delaying time-to-market and time-to-revenue. Over-reliance on human subject matter experts also poses a workforce challenge: if experienced experts leave or retire before new engineers are…

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