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100-days-of-ml-code

100 Days of ML Coding

2d-and-3d-unet-for-image-segmentation-in-digital-rock-physics

2D-and-3D-Unet-Architecture-for-Segmentation-in-Digital-Rock-Physics

3d-digital-rock-reconstruction

This is the code for our paper '3D carbonate digital rock reconstruction using PG-GAN' submitted to JGR. The code is modified from the original PG-GAN code by Karras et al. (2017) (https://github.com/tkarras/progressive_growing_of_gans).

absolute_permeability_simulations

basic-well-log-interpretation

Basic Well Log Interpretation with python, pandas, matplotlib

beatmap

BET surface area analysis from adsorption data

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

compressibility_from_digital_rock

Compressibility predictions using digital rock simulations

contactangle-curvature-roughness

Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images

ctsegnet

CTSegNet is an end-to-end 3D segmentation package for large X-ray tomographic datasets using 2D fully convolutional neural networks (fCNN).

deepangle

Fast calculation of contact angles in tomography images using deep learning

deepore

Deep learning for rapid characterization of porous materials

digital-rock-physics

Calculate permeability, Porosity, Pore Size distributions, Capillary Pressure, Formation Factor and Visualizations

drp-benchmarks

Supplements to "Digital Rock Physics Benchmarks"

drp_visualization_mini_course

elas3d-python

A translated code of elas3D from NIST

epci

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

fractal

Fractal analysis

fractaldimension

A python function to calculate the fractal dimension in 3D.

geochemfoam

GeoChemFoam software, users manual, and examples

geogan

Conditioning of three-dimensional geological and pore scale generative adversarial networks

geophysical_notes

Collection of geophysical notes in the form of IPython/Jupyter notebooks.

geosx

GEOSX Simulation Framework for CCUS

git

Version Control with Git

grainsizetools

A Python script for estimating grain size and differential stress via piezometers

grev-porousmedia

This repository implements the 3D GLSZM

how-to-create-your-own-neutron-density-neutron-sonic-and-sonic-density-crossplots

make you own Neutron, Density, Sonic crossplots

image-processing-with-opencv-and-python

Grey scale / Color image segmentation examples

imagestackpy

Modules to view and process large image stacks. Fast, parallelized filters and an object tracking algorithm.