Earthquake catalog-based machine learning identification of laboratory fault states and the effects of magnitude of completeness

Nicholas Lubbers, David C. Bolton, Jamaludin Mohd-Yusof +3

Machine learning regression can predict macroscopic fault properties such as shear stress, friction, and time to failure using continuous records of fault zone acoustic emissions.…