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Machine Learning in Oil and Gas Blog

HomeArtificial Intelligence in Oil and Gas
Reservoir Engineering in the Age of AI: Navigating the Changing Landscape
  • Avatar photo Mohamed
  • May 17, 2023May 17, 2023

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

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

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Is It Really Worth Building Your Own Oil & Gas Analytics Platform?
  • Avatar photo Maria Pesantez
  • March 23, 2023March 29, 2023

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

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

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Can unconventional well productivity predict peak oil and gas production?
  • Avatar photo Ted Cross
  • July 26, 2022November 24, 2022

Can unconventional well productivity predict peak oil and gas production?

How much production of oil and gas is left in the major basins? As you can imagine, operators, state agencies, financial services, ...

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Is it worth It? Quantifying the value of collecting and interpreting subsurface data. [URTeC 2022 Novi Paper Summary]
  • Avatar photo Jason Reed
  • April 12, 2022November 29, 2022

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

Rejoice geologists, geophysicists and petrophysicists!Β  We provide a novel approach to answer the question: Is it worth it for the industry to ...

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Overcoming barriers to data-driven workflows: introducing Novi Model Engine
  • Avatar photo Ted Cross
  • March 2, 2022December 9, 2022

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

With thousands or tens of thousands of wells in every major shale play, operators and financial institutions know that the data is ...

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Public Data Models: Better Than Anyone Expected
  • Avatar photo Kiran Sathaye
  • February 17, 2022November 10, 2022

Public Data Models: Better Than Anyone Expected

We have all heard the saying β€œgarbage in = garbage out” when it comes to creating any sort of statistical model. You ...

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Founder Point of View :: Novi Acquisition of ShaleProfile
  • Avatar photo Jon Ludwig
  • January 19, 2022November 24, 2022

Founder Point of View :: Novi Acquisition of ShaleProfile

Why is Novi Labs Is Jumping Into the Data Game?Β Β Β Β Β  Since starting Novi Labs seven years ago, there has beenΒ  a consistent strategy ...

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Oil and Gas Cube Development: How Dense is Too Dense??
  • Avatar photo Ted Cross
  • May 28, 2021November 10, 2022

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

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

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PUD and PDP Forecast Uncertainty: Why You Need it and How Novi Delivers
  • Kris Darnell
  • April 1, 2021November 24, 2022

PUD and PDP Forecast Uncertainty: Why You Need it and How Novi Delivers

Machine learning models that forecast production for Proved Developed Producing (PDP) or Proved Undeveloped (PUD) oil and gas reserves may increase accuracy, ...

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Ahead of the Curve: Introducing Novi PDP Oil & Gas Forecasting
  • Avatar photo Ted Cross
  • March 15, 2021February 16, 2023

Ahead of the Curve: Introducing Novi PDP Oil & Gas Forecasting

It all started as an accident. We passed early time production to a "pre-drill" Novi model. When we saw the results, we ...

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

  • Machine Learning in Oil and Gas Blog
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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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