machine learn shale optimize

Applying Machine Learning to Optimize Shale Well Drilling and Completion (brief version)- 2019 GeoConvention presentation

Gathered 4000 data files, over 6 million pieces of data. Cleaned and orgnized them into MySQL database. Tried four machine learning methods to optimize well drilling and completion parmeters...

shale production curves

Shale Well Completion Optimization Curve Behaviour Inperpretation

Our Machine Learning analytic model concluded that the amount of frac proppant being injected into a shale well is the most influencial factor to the well's future production. But more proppant does not alway mean higher production ...

sunstantive expertise

Machine Learning Substantive Expertise Discussion

Quoting a joke from Sheldon Cooper, the funny character in THE BIG BANG THEORY TV show, when he made a prediction for a new comer's name: "The world most popular first name is 'Mohamed'. The most popular last name is 'Lee'. His name must be 'Mohamed Lee'" ...

Flask & Django

Flask or Django for Cloud Web Application?

This writing is not intended to provide a Python web development lessons. It is intended to share some my experience of using both frameworks in these years...

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