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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.

Artificial Intelligence in Oil and Gas

Reservoir Engineering in the Age of AI: Navigating the Changing Landscape

May 17, 2023 No Comments

The oil and gas industry has always been quick to adopt technological advancements, from early drilling methods to advanced seismic techniques, constantly pushing the boundaries …

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Machine Learning in Oil and Gas Blog

Is It Really Worth Building Your Own Oil & Gas Analytics Platform?

March 23, 2023 No Comments

Since 2014, oil and gas companies have had to learn to do more with less. With investor pressure on G&A budgets and technical talent permanently …

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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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Industry Report: The 4 Major US Tight Oil Basins - Q1 2023

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Recent Posts

  • Pennsylvania – update through March 2023
  • Reservoir Engineering in the Age of AI: Navigating the Changing Landscape
  • Permian – update through January 2023
  • Is It Really Worth Building Your Own Oil & Gas Analytics Platform?
  • Eagle Ford – update through November 2022

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  1. D Coyne on Permian – update through August 2022
  2. D Coyne on Permian – update through August 2022
  3. Enno Peters on Permian – update through August 2022
  4. D Coyne on Permian – update through August 2022
  5. Enno on Permian – update through August 2022
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