jpgrana / bayesian-approach-predicting-well-production
Predicting oil production from horizontal wells using Bayesian hierarchical linear-regression
☆32Updated 8 years ago
Alternatives and similar repositories for bayesian-approach-predicting-well-production:
Users that are interested in bayesian-approach-predicting-well-production are comparing it to the libraries listed below
- The final project at university using machine learning and deep learning to predict oil and gas production☆26Updated 2 years ago
- This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting…☆39Updated 5 years ago
- Philliec459 / Altair-used-to-Visualize-and-Interrogate-well-by-well-Production-Data-from-Volve-FieldThe objective of this project is to interactively interrogate oil field production data using Altair☆14Updated 7 months ago
- Deep learning tools for predicting oil well data☆91Updated 3 years ago
- Open source petroleum forecasting and financial tool.☆26Updated 3 years ago
- The research project is a better approach for forecasting the production rate of an oil and gas well. The performance is way beyond the t…☆12Updated 5 years ago
- Oil and Gas Well Productivity Analysis☆15Updated 5 years ago
- Exploration of machine learning in geoscience use cases☆76Updated 11 months ago
- Open Source library for Reservoir Engineering Material Balance☆30Updated last year
- Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks☆20Updated 4 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆18Updated 3 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆14Updated 4 years ago
- Oil & Gas Decline Curve Analysis Package☆21Updated 11 months ago
- Decline curve analysis for oil well production logs.☆61Updated 6 years ago
- A series of scripts and notebooks that describe how to clean and process the oil and gas production data provided by the Oklahoma Corpora…☆14Updated 8 years ago
- Models of Oil and Gas Industry in Python☆27Updated 4 years ago
- Exploring various geoscience Python libraries (including Lasio, Welly and Striplog) with the Volve Field data set☆10Updated 2 years ago
- Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee…☆113Updated 4 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆11Updated 3 years ago
- 3D Graphical Output of well producers and injectors in oil reservoir.☆17Updated 4 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆12Updated 9 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 years ago
- Oil and gas repo☆38Updated 9 years ago
- Petroleum Engineering and Geosciences exercises in Python☆72Updated 4 years ago
- Integrated Reservoir Engineering tools for Analysis☆28Updated 3 years ago
- Reservoir simulator in Python language☆84Updated 4 years ago
- Time series forecasting (TSF) is the task of predicting future values of a given sequence using historical data. Recently, this task has …☆33Updated 6 years ago
- Philliec459 / NEW-Carbonate-Characterization-Workflow-Jupiter-Notebook-Modules-with-Clerke-Arab-D-Calibration-DataCarbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆19Updated 3 years ago
- Estimate Core-based Permeability from NMR well log data☆20Updated 3 years ago
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆147Updated 5 years ago