LukasMosser/ipython-notebooks LukasMosser/ipython-notebooks

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  • Language
    Jupyter Notebook
  • License
    GNU General Publi...
  • Created almost 9 years ago
  • Updated over 8 years ago
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LukasMosser/ipython-notebooks
github

LukasMosser

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Repository Details

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

More Repositories

1

PorousMediaGan

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

stochastic_seismic_waveform_inversion

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

SNIST

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

geogan

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

MontePetro

Monte Carlo estimation of reservoir reserves.
Python
33
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6

DeepFlow

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

digital_rocks_data

Download and load digital rocks datasets
Python
27
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8

asi-pytorch

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

neural_rock_typing

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

geo-deadlines

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

londonhack_pytorch

Jupyter Notebook
11
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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
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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
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19

SPE_GS_DL

Jupyter Notebook
2
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20

MPyS

Python
1
star
21

GasOilGravityDrainage_LM

Data used in the creation of plots for the BSc. Thesis of Lukas Mosser
1
star
22

tarotGPT

Python
1
star
23

learning_rust

Rust
1
star
24

dask-nlmeans

Non-Local Means on Dask
1
star
25

pmgan

Pytorch implementation of porous media gan with automatic monitoring of properties
Python
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