This report presents the project Idaho National Laboratory conducted for Nuclear Regulatory
Commission to explore the advanced computational tools and techniques, such as artificial …

A workshop on artificial intelligence and machine learning (AI/ML) for advanced reactors
(AR) was held October 5-6, 2021. The workshop was to be attended in-person at ANL but …

Although the interest in the use of artificial intelligence (AI) and machine learning (ML) in
nuclear energy is increasing rapidly, at present their implementation is limited. This rapid …

Nuclear technology industries have increased their interest in using data-driven methods to
improve safety, reliability, and availability of assets. To do so, it is important to understand …

The research and development reported here is part of the Technology Enabled Risk-
Informed Maintenance Strategy project sponsored by the US Department of Energy's Light …

Artificial intelligence and machine learning (AI/ML) technologies offer unique opportunities
to transform nuclear plant operations and power generation. Benefits will be felt not only …

The nuclear power industry is currently a strategic sector in the national economy, along with
nuclear energy being considered to be an essential source of national power supply and …

This conference brought together experts from 15 countries to discuss application of Artificial
Intelligence (AI) techniques to the nuclear industry. It was apparent from the meeting that …

Licensing the next-generation of nuclear reactor designs requires extensive use of Modeling
and Simulation (M&S) to investigate system response to many operational conditions …

Early versions of artificial neural networks' ability to learn from data based on multivariable
statistics and optimization demanded high computational performance as multiple training …