yohanesnuwara/starting-computer-vision

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yohanesnuwara/starting-computer-vision

yohanesnuwara

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

reservoir-engineering

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

Jupyter Notebook

pyreservoir

Python utilities for reservoir engineering calculations

Jupyter Notebook

open-geoscience-repository

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

Jupyter Notebook

pyresim

Reservoir simulator in Python language

Jupyter Notebook

python-bootcamp-for-geoengineers

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

Jupyter Notebook

volve-machine-learning

Exploration of machine learning in the Volve field dataset

computational-geophysics

Python implementations in geophysical methods: seismic and gravity

Jupyter Notebook

reservoir-geomechanics

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

Jupyter Notebook

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.

formation-evaluation

Python utility for formation evaluation and petrophysical analysis support

DASLab

Distributed acoustic sensing lab developed @ RITE CO2 Storage Research Group

Jupyter Notebook

yohanesnuwara

MRST-simulations

Reservoir simulations in MRST

pyMRST

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

Jupyter Notebook

pyBORACS

Python Borehole Acoustic Simulation

Jupyter Notebook

66DaysOfData

#66DaysOfData Challenge

Jupyter Notebook

machine-learning

Practicing machine learning (from scratch) with Python 🐍

Jupyter Notebook

geostatistics

Multiple experiments on geo-datasets

reservoir-qi

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

Jupyter Notebook

ML_for_physicist

Repository for Machine Learning for Physicist 2020 summer training program

Jupyter Notebook

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

Jupyter Notebook

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

Jupyter Notebook

climate-ambition

Monte Carlo simulation of carbon capture and storage-related issue

Jupyter Notebook

mem

mechanical reservoir model

Jupyter Notebook

optimization

ESG-Chat

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

Jupyter Notebook

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