LukasMosser

PorousMediaGan

Reconstruction of three-dimensional porous media using generative adversarial neural networks

SNIST

A Benchmark for Seismic Velocity Inversion from Synthetics

stochastic_seismic_waveform_inversion

Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"

geogan

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

DeepFlow

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

digital_rocks_data

Download and load digital rocks datasets

neural_rock_typing

Can machines help us understand how to distinguish rock types?

londonhack_pytorch

force_npd_llm_hackathon

Starter Pack for the Force NPD LLM Hackathon November 2023

order_agnostic_diffusion_geostats

Order-Agnostic Autoregressive Diffusion Models for Geostatistical Applications

roeth_tarantola_blog_series

Reproducing Roeth and Tarantola using Modern Tools - Blog Series

tutorial_gans_for_inverse_problems

Short tutorial on using GANs for probabilistic solutions to ill-posed inverse problems

devito

Code generation framework for automated finite difference computation

Elastic-Impedance-Inversion-Using-Recurrent-Neural-Networks

Codes and data for a manuscript in Interpretation Journal, Aug 2019

GeostatsPy_Intro_Course

Introduction to spatial data analytics and machine learning with GeostatsPy Python package

learning_rust

outlines

Neuro Symbolic Text Generation

phd-thesis

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

PyWeka

Image Segmentation in the style of the famous ImageJ plugin "Interactive Weka Segmentation"

advent_of_code_2022

deeplogs

Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

EAGE-Hackathon-2023-Starter-Pack

fossilnet

The Fossil NET Image dataset, resources, tools and examples

GeostatsPy

Reimplementation of GSLIB, Spatial Data Analytics and Geostatistics in a Python package.

lukasmosser.github.io

PresGANs

Prescribed Generative Adversarial Networks

pylops

PyLops – A Linear-Operator Library for Python

stavanger_secession

Website for Stavanger Secession Prologue 2023

stavanger_secession_2024

Stavanger Secession 2024

velocityhack

Swung london hack 2019 - velocity depth conversion