Discover yohanesnuwara/python-bootcamp-for-geoengineers Open Source

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Jupyter Notebook
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Created over 4 years ago
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yohanesnuwara

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Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US

reservoir-engineering

Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)

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154

pyreservoir

Python utilities for reservoir engineering calculations

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open-geoscience-repository

Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi

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pyresim

Reservoir simulator in Python language

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volve-machine-learning

Exploration of machine learning in the Volve field dataset

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computational-geophysics

Python implementations in geophysical methods: seismic and gravity

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reservoir-geomechanics

Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python in ipynb notebooks

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carbon-capture-and-storage

Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will be presented in EAGE 2020 Amsterdam.

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formation-evaluation

Python utility for formation evaluation and petrophysical analysis support

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DASLab

Distributed acoustic sensing lab developed @ RITE CO2 Storage Research Group

Jupyter Notebook

yohanesnuwara

MRST-simulations

Reservoir simulations in MRST

MATLAB

pyMRST

A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python

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pyBORACS

Python Borehole Acoustic Simulation

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66DaysOfData

#66DaysOfData Challenge

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machine-learning

Practicing machine learning (from scratch) with Python 🐍

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geostatistics

Multiple experiments on geo-datasets

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reservoir-qi

Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics

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ML_for_physicist

Repository for Machine Learning for Physicist 2020 summer training program

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petroleum-data-analytics-series

Series of tutorials and codes for Petroleum Data Analytics & ML

Jupyter Notebook

differential-equations

Differential equations and simulations in Python

Jupyter Notebook

compressible-reservoir

Petro-elastic Modelling for Reservoir Simulation and 4D Seismic

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GeoPEPy

Geoscience and petroleum engineering open-source programs in Python

numerical-method

Numerical method is the algorithm behind any computation. Here's implementations of various basic numerical methods in Python

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climate-ambition

Monte Carlo simulation of carbon capture and storage-related issue

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starting-computer-vision

Absolute beginner course on computer vision with Python, OpenCV, Tensorflow Keras, and PyTorch

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mem

mechanical reservoir model

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optimization

ESG-Chat

GPT-3 powered chat bot about sustainability topic using embedding semantic text search

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corel

Corel is a smart computer vision model that identifies facies and performs rock typing on core images

Jupyter Notebook

seismic-geobody

Geobody extraction from 3D seismic data

energy-analysis

RandomCoolStuffs

Repository to place Python scrips and notebooks of cool and random - fun to serious - things

Jupyter Notebook

pynodal

Nodal analysis using Python

integrated-data-model

Data modeling concept for data integration to minimize data silos in the oil and gas industry

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yohanesnuwara/python-bootcamp-for-geoengineers

yohanesnuwara

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