Exploiting Correlation Structures for Geoscience

Fan, Bo.


  • Abstract: Geoscience is the scientific study of the planet earth and its many different natural geologic systems. It has been widely used in geology, archaeology, mineral, oil and energy exploration, oceanography, and engineering. In geoscience methods, statistical signal processing, modeling, and machine learning techniques are of great importance. In this thesis, by exploiting the correlation ... read more
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