AI/ML in High Energy Physics Research
Description
Within the high energy physics research in the energy, intensity and cosmic frontiers, as well as the advance detector R&D and scientific computing, AI/ML techniques have been developed and applied to solving a variety of problems in studying particl
Detailed example
Within the high energy physics research in the energy, intensity and cosmic frontiers, as well as the advance detector R&D and scientific computing, AI/ML techniques have been developed and applied to solving a variety of problems in studying particle physics and cosmology.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Within the high energy physics research in the energy, intensity and cosmic frontiers, as well as the advance detector R&D and scientific computing, AI/ML techniques have been developed and applied to solving a variety of problems in studying particle physics and cosmology.
Audit / financial statement impact
Does not meet definition
Controls / human review
ATO: Not reported; PIA: Not published