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From "Janardhan (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SYSTEMML-1784) Predict Earthquakes and their magnitudes.
Date Wed, 19 Jul 2017 10:21:00 GMT
Janardhan created SYSTEMML-1784:
-----------------------------------

             Summary: Predict Earthquakes and their magnitudes.
                 Key: SYSTEMML-1784
                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1784
             Project: SystemML
          Issue Type: Epic
          Components: Algorithms
            Reporter: Janardhan
         Attachments: Earthquakes magnitude predication using artificial neural network in
northern Red Sea area..pdf

h3. Predicting Earthquakes with Apache SystemML.
_{color:#707070}Earthquakes take a dreadful human toll. Some 10,000 people die each year in
earthquakes and their aftermath, but the toll can be much higher. Over 230,000 people died
in the tsunami that followed the magnitude 9 quake off the coast of Sumatra in 2004; more
than 200,000 died in Haiti in 2010 after the country was hit by a magnitude 7 quake; and more
than 800,000 are thought to have died in a quake in China in 1556.^1^{color}_

So a better way—any way—to forecast quakes would be hugely valuable.

With the recent advancements in research in the fields and after some successful predictions,
we strongly believe that it is possible to predict an earthquake.

References:
1. https://www.technologyreview.com/s/603785/machine-learning-algorithm-predicts-laboratory-earthquakes/

Goal & Approach:
1. dx.doi.org/10.1016/j.jksus.2011.05.002
2. https://arxiv.org/ftp/arxiv/papers/1702/1702.05774.pdf





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