LukasMosser/pmgan LukasMosser/pmgan

  • Stars
    star
    1
  • Language
    Python
  • License
    MIT License
  • Created over 7 years ago
  • Updated over 7 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
LukasMosser/pmgan
github

LukasMosser

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Pytorch implementation of porous media gan with automatic monitoring of properties

More Repositories

1

PorousMediaGan

Reconstruction of three-dimensional porous media using generative adversarial neural networks
Jupyter Notebook
176
star
2

stochastic_seismic_waveform_inversion

Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"
Jupyter Notebook
45
star
3

SNIST

A Benchmark for Seismic Velocity Inversion from Synthetics
Jupyter Notebook
41
star
4

geogan

Conditioning of three-dimensional geological and pore scale generative adversarial networks
Jupyter Notebook
33
star
5

MontePetro

Monte Carlo estimation of reservoir reserves.
Python
33
star
6

DeepFlow

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
MATLAB
32
star
7

digital_rocks_data

Download and load digital rocks datasets
Python
27
star
8

asi-pytorch

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories
Jupyter Notebook
27
star
9

neural_rock_typing

Can machines help us understand how to distinguish rock types?
Jupyter Notebook
21
star
10

geo-deadlines

Repository of upcoming abstract submission deadlines for geoscience conferences
Jupyter Notebook
16
star
11

londonhack_pytorch

Jupyter Notebook
11
star
12

OklahomaProductionData

A repository of machine-learnable formatted oklahoma o&g production data.
Jupyter Notebook
9
star
13

geolink_dataset

Analysis notebooks for the geolink well log dataset
Jupyter Notebook
9
star
14

force_npd_llm_hackathon

Starter Pack for the Force NPD LLM Hackathon November 2023
Jupyter Notebook
7
star
15

roeth_tarantola_blog_series

Reproducing Roeth and Tarantola using Modern Tools - Blog Series
Jupyter Notebook
6
star
16

order_agnostic_diffusion_geostats

Order-Agnostic Autoregressive Diffusion Models for Geostatistical Applications
Jupyter Notebook
6
star
17

tutorial_gans_for_inverse_problems

Short tutorial on using GANs for probabilistic solutions to ill-posed inverse problems
Jupyter Notebook
6
star
18

Jupetro

A collection of oil&gas related Jupyter notebooks
Jupyter Notebook
5
star
19

ipython-notebooks

Collection of ipython notebooks I have made over the years. Includes notebooks on geoscience, petroleum engineering, data science and more.
Jupyter Notebook
3
star
20

SPE_GS_DL

Jupyter Notebook
2
star
21

MPyS

Python
1
star
22

GasOilGravityDrainage_LM

Data used in the creation of plots for the BSc. Thesis of Lukas Mosser
1
star
23

tarotGPT

Python
1
star
24

learning_rust

Rust
1
star
25

dask-nlmeans

Non-Local Means on Dask
1
star
26

pydca

Decline Curve Analysis in Python
1
star
27

MSc_Thesis

Lukas Mosser MSc Thesis repository
Jupyter Notebook
1
star
28

icml2024_finder

Find relevant sessions at ICML 2024
Python
1
star
29

PyWeka

Image Segmentation in the style of the famous ImageJ plugin "Interactive Weka Segmentation"
Jupyter Notebook
1
star