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production-forecasting

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rfxn / glasswell

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Glass-box upstream analytics on public regulator data: four-state Map and Explore (ND, TX, NM, MT) with per-jurisdiction status truth; ND production, cumulatives, completion and neighbour context; a lineage API with a derivation handle on every figure; live Status. Forecasts, economics and allocation are not yet served.

geospatial postgis provenance open-data upstream reproducibility data-lineage petroleum-engineering fastapi oil-and-gas reservoir-engineering duckdb decline-curve-analysis maplibre north-dakota production-forecasting permian-basin bakken type-curves well-economics
  • Updated Sep 6, 2026
  • Python

sobhankohanpour / production-forecasting-dashboard

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A comprehensive open-source dashboard for forecasting well production using advanced analytics and visualization. Designed to help engineers and analysts monitor trends, predict future output, and optimize resource planning.

python open-source machine-learning dashboard eda pandas data-visualization seaborn forecasting matplotlib petroleum-engineering oil-gas streamlit production-forecasting
  • Updated Dec 9, 2025
  • Python

anaelle1305 / volve-oil-production-forecasting

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Prédiction de production pétrolière et détection d'anomalies sur le champ Volve (données réelles Equinor) — Random Forest, Isolation Forest, dashboard React interactif.// Oil production forecasting & anomaly detection on the real Volve field dataset (Equinor) — Random Forest, Isolation Forest, interactive React dashboard.

react data-science machine-learning time-series random-forest anomaly-detection equinor production-forecasting oil-ga
  • Updated Jul 7, 2026
  • Jupyter Notebook

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