# Risk-Informed Approach to Evaluate Engineering Applications of Machine Learning

Canonical: https://abierto.us/opportunities/adm250005

- Solicitation number: ADM-25-0005
- Notice type: Sources sought
- Status: Closed. Deadline was December 20, 2024 at 5:00 PM EST
- Department: Nuclear Regulatory Commission
- Contracting office: Nuclear Regulatory Commission (313100)
- NAICS: 541690 Other Scientific and Technical Consulting Services
- First posted: November 19, 2024
- Last posted: November 22, 2024
- SAM.gov: https://sam.gov/workspace/contract/opp/92ab1e0db87a48d4bc3c1967bfe89234/view

## Description

THE U.S. NUCLEAR REGULATORY COMMISSION (NRC) is issuing this Sources Sought Synopsis as a means of conducting market research or as a market survey to determine the availability of potential qualified vendors with the technical capability to provide all management, supervision, administration, and labor for the Risk-informed Approach to Evaluate Engineering Applications of Machine Learning. Specific activities include:

(1) technical assistance support to develop a Technical Letter Report (TLR) to provide guidance and insights on a risk-informed framework for regulatory acceptance of data-driven and Machine learning (ML) enabled applications for condition and performance monitoring of mechanical systems and components, (2) technical assistance on performance evaluation and monitoring of data-driven and ML-enabled applications, (3) technical assistance on the development of case studies to test and evaluate a risk-informed framework for the acceptance of data-driven and ML-enable applications.

Services are to be provided to the NRC in Rockville, Maryland. The applicable North American Industry Classification System (NAICS) code assigned to this procurement is 541690, Other Scientific and Technical Consulting Services. See attachment for additional information.

## Publications

- November 19, 2024: Sources sought, due December 9, 2024 at 5:00 PM EST. Notice 6ad2256097dc4561913b5bcf3e50a417. https://sam.gov/workspace/contract/opp/6ad2256097dc4561913b5bcf3e50a417/view
- November 22, 2024: Sources sought, due December 20, 2024 at 5:00 PM EST. Notice 92ab1e0db87a48d4bc3c1967bfe89234. https://sam.gov/workspace/contract/opp/92ab1e0db87a48d4bc3c1967bfe89234/view

## Points of contact

- Emarsha Whitt, Emarsha.Whitt@nrc.gov, 3014158128

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Source: SAM.gov Contract Opportunities bulk extract. Confirm deadlines on SAM.gov before responding. Cite https://abierto.us/opportunities/adm250005.