NSF award 2535920 · University of Louisville Research Foundation Inc

Collaborative Research: Exploring an Integrated Cognitive-Emotional State Assessment System to Support Real-Time Automation Intervention Design for Advanced Driving Systems

Final report due

28 October 2029

in 1,106 days · The award ends on 30 June 2029.

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Decide about an extension2 Mar 2029in 866 days
award ending 2029-06-30 · Research.gov
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Extension request16 May 2029in 941 days
award ending 2029-06-30 · Research.gov
PAPPG 24-1: “at least 45 days prior to the end date”
No-cost extension notice20 Jun 2029in 976 days
award ending 2029-06-30 · Research.gov
PAPPG 24-1: “at least ten calendar days prior to the end date”
Final report due28 Oct 2029in 1106 days
award ending 2029-06-30 · Research.gov
PAPPG 24-1: “no later than 120-days following the end date of the award”
Project outcomes report due28 Oct 2029in 1106 days
award ending 2029-06-30 · Research.gov
PAPPG 24-1: “no later than 120 days following the end date”
Award is closed out28 Oct 2029in 1106 days
award ending 2029-06-30 · 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 30 June 2029.
NSF rules say the final report is due no later than 120 days after that.
So the final report is due by 28 October 2029.

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Award card

Award number: 2535920
Period of support: 1 Jan 2026 – 30 Jun 2029
Amount: $300,000
Awardee: University of Louisville Research Foundation Inc, Louisville, KY
Program: M3X - Mind, Machine, and Motor, EDSE-Engineering Design and Sy, Special Initiatives
Directorate: ENG

Abstract

The primary objective of the research supported by this award is to inform real-time adaptive automation interventions in safety-critical system operations by leveraging cognitive workload predictions and integrating operator emotional state information. The research seeks to address two critical limitations in current cognitive workload modeling: (1) unreliable ground-truth labeling; and (2) classification model…

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