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kinverarity1 /lasio

Python library for reading and writing well data using Log ASCII Standard (LAS) files

python data-mining geophysics io data-management geology groundwater petroleum data-format geotechnical-engineering lasio las-files mineral-exploration well-logs wireline well-log log-ascii-standard swung-t21

UpdatedMay 15, 2024
Lasso

welly

agilescientific /welly

Welly helps with well loading, wireline logs, log quality, data science

python data-mining geophysics data-management geology petroleum petrophysics swung-stack

UpdatedFeb 8, 2025
Python

akashlevy /Deep-Learn-Oil

Deep learning tools for predicting oil well data

python research deep-learning neural-network keras dataset data-processing harvard petroleum

UpdatedSep 29, 2021
Python

well_profile

pro-well-plan /well_profile

The python tool for well trajectories

drilling directional-drilling petroleum wellbore drilling-engineering well-design well-engineering

UpdatedOct 23, 2023
Python

GeostatisticsLessons /GeostatisticsLessonsNotebooks

These are python notebooks accompanying Lessons available at GeostatisticsLessons.com

statistics notebook mining petroleum geostatistics python-notebook applied-statistics geostatistics-lessons

UpdatedMar 12, 2025
Jupyter Notebook

pwptemp

pro-well-plan /pwptemp

pwptemp

simulation production injection temperature drilling petroleum

UpdatedMar 2, 2021
Python

petrodc

pro-well-plan /petrodc

Petroleum Data Collector

engineering data geophysics petroleum petrophysics well-logs

UpdatedMay 23, 2021
Python

f0nzie /rNodal

Nodal Analysis for Petroleum Production Engineering

data-science rstats nodal-analysis petroleum

UpdatedFeb 25, 2019
R

synthetic_well-log_polynomial_regression

abhishekdbihani /synthetic_well-log_polynomial_regression

This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.

feature-selection nmr feature-engineering polynomial-regression petroleum petrophysics well-logs porosity nmr-log walker-ridge keathley-canyon resistivity-log

UpdatedSep 21, 2020
Jupyter Notebook

derrickturk /aRpsDCA

R package for Arps decline curve analysis.

petroleum petroleum-engineering decline-curve-analysis

UpdatedJul 26, 2017
R

derrickturk /ocd_production

Unpack and process a wcproduction.zip file from the New Mexico OCD's FTP site

UpdatedMay 18, 2020
Rust

GasCompressibility-py

aegis4048 /GasCompressibility-py

Gas compressibility z-factor calculator package in Python

python chemical-engineering petroleum petroleum-engineering oil-and-gas

UpdatedDec 18, 2023
Python

petrolpy

mwentzWW /petrolpy

Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks

reservoir-modeling reservoir petroleum petroleum-engineering petroleum-economics

UpdatedNov 17, 2020
Jupyter Notebook

donald-keighley /lasr

An R package for reading Log Ascii Standard (LAS) files for well log data.

logs geophysics las gas oil geology petroleum petrophysics well

UpdatedJan 8, 2023
C++

derrickturk /public-oil-gas-data

Freely-available public oil & gas data

petroleum petroleum-dataset

UpdatedApr 2, 2014

Yous3ry /Python_Automated_DCA

Python Automatic Decline Curve Analysis (DCA) For Petroleum Producing wells

sql curve-fitting reservoir petroleum change-detection petroleum-engineering oil-and-gas reservoir-engineering decline-curve-analysis

UpdatedMay 10, 2022
Python

derrickturk /pydca

A "simple" decline-curve analysis example in Python

petroleum petroleum-engineering decline-curve-analysis

UpdatedMay 20, 2020
Python

m4theus4ndr4de /regression-oil-production-prediction

Production prediction is one of the core problems in a company. The provided dataset is a set of nearby wells located in the United States and their 12 months cumulative production. The company data scientist needs to build a model from scratch to predict production.

data-science machine-learning regression petroleum catboost oil-and-gas catboostregressor

UpdatedNov 23, 2022
Jupyter Notebook

FracThePermian /FEM-Reservoir-Drainage-3D

Compares analytical/numerical results for the drainage of a single well.

simulation matlab physics-simulation geology petroleum 3d 3d-simulation finite-element-methods petroleum-engineering oil-and-gas

UpdatedJul 24, 2020
MATLAB

jshumway0475 /Petroleum

Discounted cash flow analysis for oil and gas

forecasting petroleum petroleum-engineering oil-and-gas discounted-cash-flows decline-curve-analysis

UpdatedJan 2, 2024
Jupyter Notebook

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