LukasMosser/asi-pytorch LukasMosser/asi-pytorch

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  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created about 6 years ago
  • Updated almost 6 years ago
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LukasMosser/asi-pytorch
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LukasMosser

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Repository Details

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

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1

PorousMediaGan

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stochastic_seismic_waveform_inversion

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

SNIST

A Benchmark for Seismic Velocity Inversion from Synthetics
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4

geogan

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

MontePetro

Monte Carlo estimation of reservoir reserves.
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6

DeepFlow

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

digital_rocks_data

Download and load digital rocks datasets
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8

neural_rock_typing

Can machines help us understand how to distinguish rock types?
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9

geo-deadlines

Repository of upcoming abstract submission deadlines for geoscience conferences
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10

londonhack_pytorch

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11

OklahomaProductionData

A repository of machine-learnable formatted oklahoma o&g production data.
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12

geolink_dataset

Analysis notebooks for the geolink well log dataset
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13

force_npd_llm_hackathon

Starter Pack for the Force NPD LLM Hackathon November 2023
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14

roeth_tarantola_blog_series

Reproducing Roeth and Tarantola using Modern Tools - Blog Series
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15

order_agnostic_diffusion_geostats

Order-Agnostic Autoregressive Diffusion Models for Geostatistical Applications
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16

tutorial_gans_for_inverse_problems

Short tutorial on using GANs for probabilistic solutions to ill-posed inverse problems
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17

Jupetro

A collection of oil&gas related Jupyter notebooks
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18

ipython-notebooks

Collection of ipython notebooks I have made over the years. Includes notebooks on geoscience, petroleum engineering, data science and more.
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19

SPE_GS_DL

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20

MPyS

Python
1
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21

GasOilGravityDrainage_LM

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

tarotGPT

Python
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23

learning_rust

Rust
1
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24

dask-nlmeans

Non-Local Means on Dask
1
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25

pmgan

Pytorch implementation of porous media gan with automatic monitoring of properties
Python
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26

pydca

Decline Curve Analysis in Python
1
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27

MSc_Thesis

Lukas Mosser MSc Thesis repository
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28

icml2024_finder

Find relevant sessions at ICML 2024
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29

PyWeka

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