mariosmojack Goto Github PK

carbon-capture-and-storage

This is the first github repository covering about geoscience in carbon capture and storage. This is originally my BSc thesis and will be presented in EAGE 2020 Amsterdam!

force-2020-machine-learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

fractoolbox

Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.

geostatslectures

(Geo)statistical course materials released for anyone to use (.pdf format). Enjoy! I'm happy to discuss.

geostatsmachinelearning_course

geothermal-cookbook

Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.

machine_learning

1 Day Machine Learning Course

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

mlatimperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

mlatimperial2018

ML at Imperial College

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

porepy

Python Simulation Tool for Fractured and Deformable Porous Media

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonnumericaldemos

A collection of Python demos for geostatistical methods.

reservoir-engineering

IPython notebooks of practices in Brian Towler's SPE Fundamental Principles of Reservoir Engineering textbook and other RE books

reservoir-geomechanics

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

resources

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

t21-tutoral-welltestanalysis

Notebooks and sample data for geothermal well test analysis tutorial given during the Software Underground 2021 conference