Scientist used artificial intelligence to draw patterns to help predict when earthquakes could occur

Briefing

Scientist used artificial intelligence to draw patterns to help predict when earthquakes could occur

February 24, 2017

Briefing

  • AI Earthquake Predictor – Paul Johnson, geophysicist at Los Alamos National Laboratory, is applying artificial intelligence to predict when earthquakes will strike
  • Machine Training – Fed machine with raw data from lab-simulated earthquakes to analyze patterns, in addition to real earthquakes
  • Discovered Acoustic Signals – Detected acoustic signals that change as simulated system gets closer to earthquake, which may make it possible to predict quakes within one second
  • Uncertainties and Other Indicators – Researchers have yet to see if acoustic signals precede real earthquakes, while machine learning continue to search for other indicators
  • Limited Capability – Algorithm can only potentially predict earthquake timing, but not magnitude yet

Accelerator

Sector

Government (excluding military)

Organization

Los Alamos National Laboratory

Source

Original Publication Date

February 15, 2017

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