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Keywords: data mining
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Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 13–15, 2023
Paper Number: URTEC-3865670-MS
... Singh, and Carlos Guestrin., 2016. "" Why should i trust you?" Explaining the predictions of any classifier." Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining. Kormaksson, Matthias, Marcos R. Vieira, and Bianca Zadrozny., 2015. "A data driven method...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 13–15, 2023
Paper Number: URTEC-3862589-MS
... drillstem/well testing upstream oil & gas geologist drillstem testing complex reservoir artificial intelligence data mining economic geology completion united states government health & medicine geological subdiscipline interaction petroleum geology machine learning bakken...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3713006-MS
... characterization and facilitates the completion parameter optimization thereby improving reservoir development in unconventional oil reservoirs. energy economics artificial intelligence drillstem testing unconventional resource economics data mining shale gas machine learning upstream oil & gas...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3703282-MS
... surveillance drillstem testing drillstem/well testing correlation dynamic gradient hole permanent gauge data mining production logging upstream oil & gas flowing period prediction production control artificial intelligence direct measurement complex reservoir bhp training data set input...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3703284-MS
... the statistical methods to be considered as the baseline for assessing the performance of the predictive models for production profiles in unconventional reservoirs. machine learning modeling & simulation flow in porous media data mining artificial intelligence complex reservoir fluid dynamics...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3723843-MS
... was to identify optimal completion practices using publicly available well completion and production information and applying data-mining techniques that could accommodate nonlinear relationships. Optimization work was conducted using the data-mining tool, Gradient Boosting. The target or predicted variable...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5478-MS
... reservoir characterization upstream oil & gas information structural geology chemozone data mining x-ray fluorescence spectral raw data variability cloud total variability lithofacies saudi arabia develop chemostratigraphy algorithm dataset chemostratigraphy paleozoic succession umap...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5059-MS
... that can adversely affect predictions obtained from a simulator. artificial intelligence machine learning data mining neural network shale gas upstream oil & gas class label completion predictive model complex reservoir engineering urtec modeling & simulation deep learning...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5669-MS
... reservoir characterization drillstem testing reservoir geomechanics complex reservoir machine learning artificial intelligence upstream oil & gas drillstem/well testing cumulative production midpoint-to-midpoint distance pressure depletion horizontal stress anisotropy data mining...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5662-MS
... of this algorithm show that it holds great promise for improving microseismic and DAS detection. production control artificial intelligence upstream oil & gas reservoir characterization reservoir surveillance complex reservoir information correspond application machine learning data mining...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3108-MS
... production monitoring modeling & simulation complex reservoir drilling operation hydraulic fracturing directional drilling machine learning data mining production forecasting neural network upstream oil & gas geologic modeling reservoir characterization reservoir surveillance shale gas...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2855-MS
... data mining covariate artificial intelligence upstream oil & gas information gas production eagleford oil production complex reservoir watson completion variability generalized additive model prediction error gam model wikle spatiotemporal model prediction application urtec 2855...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3077-MS
... machine learning artificial intelligence data mining proppant reservoir simulation structural geology infill well production ratio reservoir characterization hydraulic fracturing fracturing fluid facies variability fracturing materials complex reservoir well performance depletion...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3188-MS
... sets will become the basis for predictive analysis and machine learning to automatically identify events. benchmarking strategic planning and management flowline corrosion real time system data mining performance indicator fracturing materials hydraulic fracturing subsurface corrosion...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3167-MS
... machine learning reservoir characterization production control reservoir surveillance complex reservoir data mining drilling operation resource in place estimate shale gas directional drilling reserves evaluation artificial intelligence estimates of resource in place upstream oil...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2938-MS
... techniques in their daily work flow and use it to optimize well completion design. machine learning data mining complex reservoir production monitoring production control artificial intelligence upstream oil & gas reservoir characterization reservoir surveillance drilling operation...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3349-MS
... days. Therefore, advanced warning of screen-out is critical to improve operation safety and efficiency. artificial intelligence neural network machine learning hydraulic fracturing fracturing fluid prediction screen-out prediction inverse slope model data mining proppant deep learning...

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