Preparatory phase of large earthquakes illuminated by unsupervised categorization of earthquake catalog features
Gregory C. Beroza
Nature Communications, Published online: 04 May 2026; doi:10.1038/s41467-026-72279-x An unsupervised machine learning approach identifies patterns in earthquake activity preceding some large events, revealing critical clustering and interactions in space and time, with potential for improved earthquake forecasting.