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Machine Learning in the Oil and Gas Industry

Learn from seasoned, experienced industry veterans as they go into technical topics related to machine learning, artificial intelligence, risk, and digital oilfield.

Read through our posts covering real world applications of machine learning in oil & gas using AI-driven software and data tools. Learn from seasoned, experienced industry veterans as they go into technical topics related to machine learning, artificial intelligence, risk, and digital oilfield.

We welcome guest writers working in the oil and gas industry. They work with oil and gas machine learning models using AI software to solve complex problems and optimize capital. If you would like to contribute a post or have an idea for us, send us a note.

Machine Learning in Oil and Gas Blog

Can unconventional well productivity predict peak oil and gas production?

July 26, 2022 No Comments

Have we reached peak oil? Predict the performance and productivity of the major basins like the Permian and Eagle Ford with Novi Insight.

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Machine Learning in Oil and Gas Blog

Is it worth It? Quantifying the value of collecting and interpreting subsurface data. [URTeC 2022 Novi Paper Summary]

April 12, 2022 No Comments

Rejoice geologists, geophysicists and petrophysicists!  We provide a novel approach to answer the question: Is it worth it for the industry to spend hundreds of millions of dollars each year to collect and interpret subsurface data?  In short, you bet!  

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Machine Learning in Oil and Gas Blog

Overcoming barriers to data-driven workflows: introducing Novi Model Engine

March 2, 2022 No Comments

Although shiny machine learning algorithms get most of the attention, data preparation takes the most work. Erroneous completions data must be fixed or removed. Messy formation names need to be cleaned up.

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Machine Learning in Oil and Gas Blog

Public Data Models: Better Than Anyone Expected

February 17, 2022 No Comments

We have all heard the saying “garbage in = garbage out” when it comes to creating any sort of statistical model. You may have even …

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Machine Learning in Oil and Gas Blog

Founder Point of View :: Novi Acquisition of ShaleProfile

January 19, 2022 No Comments

Jon Ludwig, Novi’s Founder and President, explains the thesis behind the acquisition of ShaleProfile, a leading provider of data and analytics to energy investors.

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Machine Learning in Oil and Gas Blog

Oil and Gas Cube Development: How Dense is Too Dense??

May 28, 2021 No Comments

Of all the levers available to an operator, perhaps none has a greater impact on unit economics than wells per section. Over the past few …

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Report: The State of Shale Oil & Gas - Q3 2022

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  • Novi’s industry-leading production data now includes proprietary, well-level data.
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