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Keywords: Artificial Intelligence
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Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3014-MS
... data, or to find suitable values that can be used to replace the missing values. data quality upstream oil & gas complex reservoir artificial intelligence deviation mask matrix real data dataset complete data generator discriminator matrix urtec 3014 accuracy variation...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2782-MS
.... completion installation and operations information artificial intelligence time series data data quality upstream oil & gas signal processing technique prediction data stream enable real-time reporting procedure dataset treatment plot post-stage data slurry rate machine learning hydraulic...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2806-MS
... artificial intelligence reservoir geomechanics reservoir characterization wellbore design elastic anisotropy workflow predict elastic anisotropy complex reservoir modeling organic content dataset geomechanics measurement unconventional resource technology conference hydraulic...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2976-MS
... artificial intelligence neural network unconventional resource economics correlation positive correlation application ultimate recovery analogue shale east coast basin Abstract The objective of this work is to predict the estimated ultimate recovery (EUR) and rank locations following...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2677-MS
... coefficient leak-off coefficient surface area fracture geometry linear flow pressure-based fracture map fracture area total surface area fracture artificial intelligence complex reservoir upstream oil & gas stimulation permeability society of petroleum engineers pressure response proppant...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2594-MS
... modeling & simulation reservoir simulation artificial intelligence complex reservoir fluid dynamics hydraulic fracture only flow in porous media history matching production forecast flow rate reservoir property ahm workflow algorithm hydraulic fracture epa fracture network...
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-2020-3048-MS
... wettability into numerical simulations. Therefore, the importance, or lack thereof, of wettability during multiphase fracture flow remains uncertain. artificial intelligence machine learning complex reservoir reservoir simulation hydraulic fracturing steady state upstream oil & gas...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2552-MS
... study proposes a protocol for a high accuracy synchronized machine learning, shale gas proration computing method. It provides a sufficient reference for stakeholders to make development plans. artificial intelligence machine learning shale gas well logging neural network deep learning...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2573-MS
... quickly assessed. production control machine learning reservoir characterization artificial intelligence production forecasting enhanced recovery asset and portfolio management complex reservoir history matching hydraulic fracturing unconventional field development reservoir simulation...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2786-MS
... recovery from the field and increasing the economic life of industrialized shale completions. machine learning reservoir characterization reservoir geomechanics shale oil artificial intelligence proppant hydraulic fracturing shale gas complex reservoir fracturing materials completion...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2878-MS
... machine learning production forecasting shale gas artificial intelligence complex reservoir deep learning curve analysis petroleum science dataset type curve upstream oil & gas decline curve algorithm unconventional reservoir society of petroleum engineers oil shale...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2751-MS
... method machine learning artificial intelligence hydraulic fracturing upstream oil & gas eagle ford shale ann model sensitivity analysis reduced-order model society of petroleum engineers unconventional resource technology conference sobol function URTeC: 2751 Utilizing a Global...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2937-MS
... 24.6 and 6.2 seconds, respectively, which confirms the robust performance of the metrics. reservoir characterization pixel geological modeling complex reservoir geologic modeling artificial intelligence quantification machine learning upstream oil & gas material constituent...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2861-MS
... tendencies impact the SRV dimensions (aspect ratio) in varying degrees and potentially manifest themselves through production data analysis. production control reservoir characterization artificial intelligence estimates of resource in place drillstem/well testing reservoir surveillance complex...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2763-MS
... learning artificial intelligence reservoir characterization shale gas well logging complex reservoir structural geology dark-gray shale gamma ray upstream oil & gas correlation shale exposure time appalachian basin marcellus shale west virginia core-scale lithofacies ct image facies...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2795-MS
... upstream oil & gas prediction shapley value production data history production history machine learning artificial intelligence urtec 2795 gas prediction mean absolute error score ip 720 ip 30 dataset cgr history ip day recombined gas condensate production URTeC: 2795 Decomposition...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-2743-MS
... well logging machine learning artificial intelligence urtec 2743 reservoir characterization complex reservoir bakken hexane mid principal component log analysis upstream oil & gas explanation prediction proppant loading information rock quality index geoshap value bakken 3...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2020
Paper Number: URTEC-2020-3036-MS
... geology, geophysics, and petroleum engineering to improve TMS reservoir and completion quality. reservoir characterization complex reservoir shale oil structural geology quartz porosity line plot calcite content machine learning artificial intelligence oil shale shale gas clay content...
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...

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