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Yes. Interval statistics have been used to conclude that major earthquakesare random events in time and cannot be anticipated or predicted. Machinelearning is a powerful new technique that enhances our ability to understandthe information content of earthquake catalogs. We show that catalogs containsignificant information on current hazard and future predictability for largeearthquakes.

Does the Catalog of California Earthquakes, with Aftershocks Included, Contain Information about Future Large Earthquakes?