k1m190r's repositories
machine-learning-1
Practicing machine learning (from scratch) with Python 🐍
geostatistics
Multiple experiments on geo-datasets
Create-Thin-Section-Image-Labels-for-Semantic-Segmentation-Training
This is an example of creating labeled images to be used in Keras image-segmentation training
Older-Combined_NMR_Conventional_Logs-Shaley-Sand-Analysis-using-PetroGG
Mihai's PetroGG modified to be used with our shaly-sand Gulf Coast NMR data.
Estimate-Core-Permeability-from-NMR-data-using-either-Map-Inversion-or-kNN
Estimate Core-based Permeability from NMR well log data
Carbonates-Estimate-Petrophysical-Rock-Types-PRT-from-normalized-core-data-using-KNN
Predict Petrophysical Rock Types (PRT) using KNN
SKLEARN-used-to-predict-Petrophysical-Rock-Types-in-Arab-D-Carbonate
Use of Sklearn to predict Petrophysical Rock Types (PRT) in an Arab D carbonate based on Clerke's Rosetta Stone Calibration data
Carbonates--Generate-Representative-Thin-Sections-and-Pc-Curves-from-normalized-core-data-using-KNN
Generate a Representative Thin Sections and Capillary Pressure Curves from any poro-perm combination using normalized core data with kNN backed by the Rosetta Stone Arab D Carbonate core database as calibration data.
ChartBook-Neutron-Density-Porosity-Estimations-using-KNN
Calculate a Chart Book type of Neutron Density log analysis Porosity using Python's KNN
x86reference
X86 Opcode and Instruction Reference: http://ref.x86asm.net
pdfs
Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)
reservoir_datasets
Various reservoir datasets, including Volve and PUNQS3
Petrophysics-Python-Series
A series of Jupyter notebooks showing how to load well log and petrophysical data in python.
genGEO
genGEO is a coupled reservoir-electricity-cost geothermal simulator. It is an open-source, object-oriented python code which may be extended to include any geothermal or power generation scenario.
computational-geophysics
Python implementations in geophysical methods: seismic and gravity
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.
open-geoscience-repository
Open geoscience computing of open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi
pyreservoir
Python utilities for reservoir engineering calculations
differential-equations
Differential equations and simulations in Python
MRST-simulations
Reservoir simulations in MRST
pyresim
Reservoir simulator in Python language
finite-element-intro
An easy, yet comprehensive educational material to learn the concepts of variational formulation for finite element method
tutorials-2018
Geophysical Tutorials column for 2018
reservoir-engineering
Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)
Well_log_Prediction
Prediction of Equinor Volve well logs Data
pycallgraph2
pycallgraph2 is a maintained fork of pycallgraph, a Python module that creates call graphs for Python programs.
AeroPython
Classical Aerodynamics of potential flow using Python and Jupyter Notebooks
python-convolution-comparisons
Using numpy, cupy, and numba to compare convolution implementations.