Oil-well production forecasting: Arps decline-curve analysis corrected by gradient boosting, validated on Equinor's real Volve field with a leakage-free temporal split.
python machine-learning scikit-learn gradient-boosting time-series-forecasting petroleum-engineering volve oil-and-gas reservoir-engineering decline-curve-analysis production-forecasting arps
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Updated
Oct 9, 2026 - Python