OMB Individually Reported
Machine Learning Applied to Geotechnical Engineering: Statistical Methods Applied to Seismic Analysis [2024 INV#DOI-71 (NEW)]
Low riskExact public inventory row
Description
The process for determining the seismic risk for dams is time intensive.
Detailed example
A method that improves efficiency and consistency of risk assessments.
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
Leveraging machine learning, high-level facility seismic risk screening can be conducted more efficiently.
Controls / human review
ATO: No; PIA: Not published