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  • Published on
    August 10, 2019

    Stratigraphic pick prediction via supervised machine-learning: Predictatops

    machine-learningfeaturesopen-dataopen-sourcegeologypresentationpython,LASwell-logsstratigraphytopspredictionevaluation
    Stratigraphic pick prediction via supervised machine-learning: Predictatops
  • Published on
    May 17, 2018

    Half-baked thoughts on predicting chronostratigraphic surfaces

    machine-learningfeaturesopen-dataopen-sourcegeologypython,LASwell-logsstratigraphytopspredictionevaluationbrainstormideas
    A collection of hypotheses, ideas, and biases related to predicting chronostratigraphic surfaces in well logs.
  • Published on
    September 17, 2017

    Using Machine-learning to Extend Stratigraphic Surfaces, a hackathon project

    hackathonmachine-learningfeaturesopen-dataopen-sourcegeologypython,LASwell-logsstratigraphytopspredictionevaluationbrainstormideas
    This weekend I finally got to do a hackathon project I have been wanting to try for more than two years. It leverages machine-learning to mimic human-created stratigraphic picks.
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