Discover @LukasMosser Open Source projects

Lukas Mosser (@LukasMosser)

LukasMosser

Stars
540
Global Rank 53,992 (Top 2 %)
Followers 446
Following 143
Registered over 11 years ago
Most used languages

Jupyter Notebook
70.4 %

Python
22.2 %

MATLAB
3.7 %

Rust
3.7 %
Location 🇳🇴 Norway
Country Total Rank 300
Country Ranking

Jupyter Notebook
3

MATLAB
14

Python
225

Rust
272

PorousMediaGan

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

Jupyter Notebook

stochastic_seismic_waveform_inversion

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

Jupyter Notebook

SNIST

A Benchmark for Seismic Velocity Inversion from Synthetics

Jupyter Notebook

geogan

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

Jupyter Notebook

MontePetro

Monte Carlo estimation of reservoir reserves.

DeepFlow

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

digital_rocks_data

Download and load digital rocks datasets

asi-pytorch

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

Jupyter Notebook

neural_rock_typing

Can machines help us understand how to distinguish rock types?

Jupyter Notebook

geo-deadlines

Repository of upcoming abstract submission deadlines for geoscience conferences

Jupyter Notebook

londonhack_pytorch

Jupyter Notebook

OklahomaProductionData

A repository of machine-learnable formatted oklahoma o&g production data.

Jupyter Notebook

geolink_dataset

Analysis notebooks for the geolink well log dataset

Jupyter Notebook

force_npd_llm_hackathon

Starter Pack for the Force NPD LLM Hackathon November 2023

Jupyter Notebook

roeth_tarantola_blog_series

Reproducing Roeth and Tarantola using Modern Tools - Blog Series

Jupyter Notebook

order_agnostic_diffusion_geostats

Order-Agnostic Autoregressive Diffusion Models for Geostatistical Applications

Jupyter Notebook

tutorial_gans_for_inverse_problems

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

Jupyter Notebook

Jupetro

A collection of oil&gas related Jupyter notebooks

Jupyter Notebook

ipython-notebooks

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

Jupyter Notebook

SPE_GS_DL

Jupyter Notebook

MPyS

GasOilGravityDrainage_LM

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

tarotGPT

learning_rust

dask-nlmeans

Non-Local Means on Dask

pmgan

Pytorch implementation of porous media gan with automatic monitoring of properties

pydca

Decline Curve Analysis in Python

MSc_Thesis

Lukas Mosser MSc Thesis repository

Jupyter Notebook

icml2024_finder

Find relevant sessions at ICML 2024

PyWeka

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

Jupyter Notebook