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Big Data Management

HomeBig Data Management
Making sense of it all: extracting actionable core-data from pXRF using PCA and K-means cluster analysis
  • Esben Pedersen
  • August 7, 2020June 13, 2022

Making sense of it all: extracting actionable core-data from pXRF using PCA and K-means cluster analysis

Editor's note: we are excited to present this work, the winner of Novi's inaugural Student Blog Contest. Many thanks to Esben and ...

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Novi geoSHAP – estimating rock quality using SHAP values in machine learning models: URTeC 2020 Novi Paper Summary
  • Ted Cross
  • July 14, 2020June 13, 2022

Novi geoSHAP – estimating rock quality using SHAP values in machine learning models: URTeC 2020 Novi Paper Summary

"What do you mean the model doesn't use **INSERT PET GEOLOGIC VARIABLE HERE**?!" Anyone who's built and reviewed enough machine learning models ...

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Water, water everywhere: oil well water analysis with machine learning models to improve produced water forecasts in the Williston Basin: URTeC 2020 Novi Paper Summary
  • Ted Cross
  • July 6, 2020June 13, 2022

Water, water everywhere: oil well water analysis with machine learning models to improve produced water forecasts in the Williston Basin: URTeC 2020 Novi Paper Summary

How often does an engineer dash off a simple oil well water analysis, doing something like applying a flat WOR to their ...

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how does a 3 billion barrel discovery turn into a $3 billion impairment in oil and gas plays?
  • Garth Stotts
  • May 15, 2020June 13, 2022

how does a 3 billion barrel discovery turn into a $3 billion impairment in oil and gas plays?

Involvement in exploring a substantial discovery and bringing it to development is an exciting opportunity. There is nothing more valuable to a ...

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the power of analogy : using novi’s contributing oil well data to understand machine learning predictions
  • Ted Cross
  • April 30, 2020June 13, 2022

the power of analogy : using novi’s contributing oil well data to understand machine learning predictions

Whether exploring for oil offshore Brazil or scaling type curves in Lea County, engineers and geologists rely upon the power of ...

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Playing enough short game to get to the long game :: revisiting the Parsley-Jagged deal at $30 strip
  • Ted Cross
  • April 8, 2020June 13, 2022

Playing enough short game to get to the long game :: revisiting the Parsley-Jagged deal at $30 strip

Golf, like drilling oil wells, is a strategy game. When do I go for the green versus laying up and saving par? ...

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The confidence game: optimizing completions for XEC DUC wells in the Delaware using model confidence as a proxy for risk
  • John Chaplin
  • March 30, 2020June 13, 2022

The confidence game: optimizing completions for XEC DUC wells in the Delaware using model confidence as a proxy for risk

IN THIS POST:Introduction: Problem we are trying to solve; methodology we are applying to solve itWhere is XEC's DUC inventory?Maximizing 2 year ...

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DUC, DUC, GOOSE: In a sub-$30 oil environment how can NBL maximize returns with less CAPEX spend in their Delaware asset?
  • John Chaplin
  • March 25, 2020June 13, 2022

DUC, DUC, GOOSE: In a sub-$30 oil environment how can NBL maximize returns with less CAPEX spend in their Delaware asset?

Given the extreme capital constraints imposed by a lower commodity price environment, many operators have announced CAPEX reductions and significant rig layoffs. ...

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[Free Guide] The 11 Most Common Mistakes Oil & gas Operators Make While Building Machine Learning Capabilities

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Recent Posts

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

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