Predicting the maturity and organic richness using artificial neural networks (ANNs): A case study of Montney Formation, NE British Columbia, Canada
Backpropagation; Feedforward neural networks; Forecasting; Organic carbon; Petroleum reservoirs; Petrophysics; Statistical tests; Tight gas; Well testing; British Columbia , Canada; Feedforward neural networks (FFNN); Geochemical datasets; Mathematical relationship; Petrophysical properties; Regular...
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| Main Authors: | , , , , , |
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| Format: | Article |
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Elsevier B.V.
2023
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| Institution: | Universiti Tenaga Nasional |
| Summary: | Backpropagation; Feedforward neural networks; Forecasting; Organic carbon; Petroleum reservoirs; Petrophysics; Statistical tests; Tight gas; Well testing; British Columbia , Canada; Feedforward neural networks (FFNN); Geochemical datasets; Mathematical relationship; Petrophysical properties; Regularization technique; Tight gas reservoirs; Total Organic Carbon; Oil well logging |
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