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Keywords: deep learning
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Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222277-MS
... and better decision-making [ 3 ] artificial intelligence knowledge management innovation training program natural language digital dexterity efficiency platform employee deep learning machine learning digital dexterity initiative citizen developer data mining digital transformation...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222930-MS
... operations. data mining accuracy artificial intelligence arima and linear regression model material reservation linear regression model future material reservation deep learning machine learning filter forecasting forecasting accuracy supply chain management ai model sample output root...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222754-MS
... sustainability complex reservoir asset and portfolio management reservoir surveillance production monitoring geological subdiscipline geologist reservoir simulation project economics artificial intelligence sustainable development machine learning business ethics deep learning social responsibility...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222120-MS
... geologic model geo-conditioned gan deep learning neural network transitional environment delta environment stratigraphy depositional environment geological subdiscipline facies co 2 application facies model gan-generated model reservoir modeling conditioning data simulation information...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222180-MS
.... During the recent years, artificial intelligence (AI) solutions have become widely adopted in the oil and gas industry and geology. Data science algorithms and deep learning models have empowered tools capable of rapid analysis and extracting insights from geological, geophysical and production data...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-223049-MS
... mean square error (RMSE) reduced from 522.87 to 382.15, demonstrating a significant enhancement in the model's prediction accuracy and performance. Incorporating water cut as a constraint variable into the deep learning prediction strategy significantly improves GOR curve trend accuracy...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222097-MS
... Abstract This study focuses on leveraging deep learning method, specifically Convolutional Neural Network (CNN), to enhance seismic data interpretation for mapping karst bodies in Central Luconia carbonate platform, offshore Sarawak, Malaysia. The research aims to improve the accuracy...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222460-MS
... dynamics in the oil and gas industry, facilitating more precise reservoir characterization and informed decision-making in field development and management. geologist artificial intelligence deep learning reservoir characterization porosity prediction information sequence geology well...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222485-MS
... artificial lift system artificial intelligence module esp well production data chengdu northern petroleum exploration management module section electric submersible pump symposium deep learning machine learning exploration and development technology co current pattern china zhenhua oil co...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222932-MS
... to manual methods. natural language deep learning artificial intelligence contract machine learning invoice data source llm integration contract management tool unstructured data extraction application large language model agent database optionality analysis use case energy company...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222938-MS
... deep learning drilling fluid property reservoir geomechanics collapse pressure parameter uncertainty wellbore stability structural geology drilling fluids and materials drilling fluid selection and formulation prediction result coordinate system maximum horizontal principal stress...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222160-MS
... properties such as fluid saturation, pore pressure, and more. geologist artificial intelligence structural geology outcrop deep learning reservoir characterization neural radiance field leveraging neural radiance field digital outcrop reconstruction and characterization nerf dataset...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222406-MS
... an efficient and scalable approach for CO2 storage forecasting. geology geologist deep learning artificial intelligence subsurface storage reservoir characterization enhanced recovery prediction climate change saturation mae co2 storage forecasting accuracy injection location neural...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221964-MS
... casing and cementing riser corrosion corrosion machine learning deep learning artificial intelligence flowline corrosion corrosion classification utilizing machine learning engineer subsurface corrosion materials and corrosion algorithm ml model category well integrity neural...
Proceedings Papers

Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221870-MS
... drilling operations, leveraging the present condition of wells. drilling operation machine learning artificial intelligence large language model deep learning accuracy llm ddr extraction traditional method classification information text data natural language dataset data augmentation...

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