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Proceedings Papers

Event Recognition on Time Series Frac Data using Machine Learning – Part II

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Alberto Ramirez, Jessica Iriarte
Paper presented at the SPE Liquids-Rich Basins Conference - North America, November 7–8, 2019
Paper Number: SPE-197093-MS
https://doi.org/10.2118/197093-MS
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Proceedings Papers

Quantifying the Impact of Fracturing Chemicals on Production Performance Using Machine Learning

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Ayush Rastogi, Akash Sharma
Paper presented at the SPE Liquids-Rich Basins Conference - North America, November 7–8, 2019
Paper Number: SPE-197095-MS
https://doi.org/10.2118/197095-MS
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View Paper titled, Quantifying the Impact of Fracturing Chemicals on Production Performance Using Machine Learning
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Proceedings Papers

Characterization of Fracture-Driven Interference and the Application of Machine Learning to Improve Operational Efficiency

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Rob Klenner, Guoxiang Liu, Hayley Stephenson, Glen Murrell, Naresh Iyer, Nurali Virani, Anveshi Charuvaka
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 5–6, 2018
Paper Number: SPE-191789-MS
https://doi.org/10.2118/191789-MS
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View Paper titled, Characterization of Fracture-Driven Interference and the Application of Machine Learning to Improve Operational Efficiency
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Proceedings Papers

Optimizing Drilling Parameters Using a Random Forests ROP Model in the Permian Basin

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Ehsaan Nasir, Caleb Rickabaugh
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 5–6, 2018
Paper Number: SPE-191796-MS
https://doi.org/10.2118/191796-MS
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View Paper titled, Optimizing Drilling Parameters Using a Random Forests ROP Model in the Permian Basin
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Proceedings Papers

A Statistical Engine to Model Well Operations and Evaluate Asset Performance

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Supriya Gupta, Abhishek Sharma, Ekansh Verma, Aria Abubakar, Sidd Gupta
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 5–6, 2018
Paper Number: SPE-191777-MS
https://doi.org/10.2118/191777-MS
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View Paper titled, A Statistical Engine to Model Well Operations and Evaluate Asset Performance
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Proceedings Papers

Horizontal Shale Well EUR Determination Integrating Geology, Machine Learning, Pattern Recognition and MultiVariate Statistics Focused on the Permian Basin

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Abhishek Gaurav
Paper presented at the SPE Liquids-Rich Basins Conference - North America, September 13–14, 2017
Paper Number: SPE-187494-MS
https://doi.org/10.2118/187494-MS
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View Paper titled, Horizontal Shale Well EUR Determination Integrating Geology, Machine Learning, Pattern Recognition and MultiVariate Statistics Focused on the Permian Basin
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