Oil and Gas Resources Library

Machine learning and AI advances are transforming the energy industry. Browse our resources on the latest advances in oil & gas focused machine learning and data Science

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  • All
  • Guides
  • Insight Report
  • Presentations
  • Product Videos
  • Technical Papers
Technical Papers

[URTeC 2023] Revealing the Production Drivers for Refracs in the Williston Basin (ID 3864951)

Revealing the Production Drivers for Refracs in the Williston Basin Technical Paper Details:: Technical presentation: Exhibition Hall F, Station B | 8:50 a.m. – 10:10 …

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Technical Papers

[URTeC 2023] Understanding the Drivers of Parent-child Depletion: A Machine Learning Approach​ (ID 3862321)

Understanding the Drivers of Parent-child Depletion: A Machine Learning Approach Technical Paper Details:: Theme 5: Geomechanics – The Intersection of Geoscience and Engineering Topic: Understanding …

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Technical Papers

[URTeC 2023] How Much Data is Needed to Create Accurate PDP Forecasts?​ (ID 3870872)

How Much Data is Needed to Create Accurate PDP Forecasts? Technical Paper Details:: Technical Presentation: Wednesday, June 14th, 2023 Theme 9: Future of Production Forecasting: …

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Insight Report

[Report] The 4 Major US Tight Oil Basins – Q1 2023

Novi Industry Report | Q1 2023 The 4 Major US Tight Oil Basins In this report, we will analyze the latest developments in the 4 …

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Product Videos

[Data Engine] Merging multiple source files and building a dataset

Looking for a faster and more efficient way to build analytics-ready datasets? Join Charles Kosa, Novi’s Head of Customer Success, as he takes you on …

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Insight Report

[Report] The State of Shale Oil & Gas – Q3 2022

Novi Industry Report | Q3 2022 The State of Shale Oil & Gas In this report, we analyze the latest developments in the 3 US …

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