Mads Lorentzen's Projects
IPython Notebooks
AlasKA well log LAS file aliaser
Collection of geophysical notes in the form of IPython/Jupyter notebooks.
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
Starter Pack for the Force NPD LLM Hackathon November 2023
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.
Python and Matlab code for geophysics
Introduction to spatial data analytics and machine learning with GeostatsPy Python package
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Some simple tutorials about machine learning / deep learning / optimization in geosciences.
Config files for my GitHub profile.
IPython Notebooks
SEM image assessment tool produced during the 2022 SPE geothermal hackathon
A hands-on introduction to self-supervised, blind-spot denoising
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
Force 2019 hack in geolink data