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Projects in Awesome Lists by LukasMosser

A curated list of projects in awesome lists by LukasMosser .

https://github.com/lukasmosser/porousmediagan

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

computer-vision deep-learning generative-adversarial-network image-reconstruction machine-learning porous-media

Last synced: 01 Nov 2024

https://github.com/lukasmosser/snist

A Benchmark for Seismic Velocity Inversion from Synthetics

data-science deep-learning geology geophysics machine-learning physics seismic waveform

Last synced: 08 Nov 2024

https://github.com/lukasmosser/montepetro

Monte Carlo estimation of reservoir reserves.

Last synced: 08 Nov 2024

https://github.com/lukasmosser/stochastic_seismic_waveform_inversion

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

bayesian-inference generative-adversarial-network geophysics machine-learning

Last synced: 08 Nov 2024

https://github.com/lukasmosser/geogan

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

conditional-gan generative-adversarial-network geology geophysics hydrology

Last synced: 08 Nov 2024

https://github.com/lukasmosser/deepflow

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

automatic-differentiation gan generative-adversarial-network geophysics partial-differential-equations pytorch

Last synced: 08 Nov 2024

https://github.com/lukasmosser/asi-pytorch

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

geology geophysics machine-learning segmentation seismic

Last synced: 08 Nov 2024

https://github.com/LukasMosser/digital_rocks_data

Download and load digital rocks datasets

Last synced: 25 Oct 2024

https://github.com/lukasmosser/digital_rocks_data

Download and load digital rocks datasets

Last synced: 08 Nov 2024

https://github.com/lukasmosser/neural_rock_typing

Can machines help us understand how to distinguish rock types?

Last synced: 08 Nov 2024

https://github.com/lukasmosser/geo-deadlines

Repository of upcoming abstract submission deadlines for geoscience conferences

geology geophysics geoscience petroleum-engineering sedimentology stratigraphy

Last synced: 08 Nov 2024

https://github.com/lukasmosser/oklahomaproductiondata

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

data data-mining energy machine-learning

Last synced: 16 Oct 2024

https://github.com/lukasmosser/geolink_dataset

Analysis notebooks for the geolink well log dataset

data datasets eda facies geology lithology machine-learning petrophysics wireline

Last synced: 16 Oct 2024

https://github.com/lukasmosser/force_npd_llm_hackathon

Starter Pack for the Force NPD LLM Hackathon November 2023

Last synced: 08 Nov 2024

https://github.com/lukasmosser/roeth_tarantola_blog_series

Reproducing Roeth and Tarantola using Modern Tools - Blog Series

blog generative-model geophysics inversion neural-networks pytorch

Last synced: 16 Oct 2024

https://github.com/lukasmosser/tutorial_gans_for_inverse_problems

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

Last synced: 16 Oct 2024

https://github.com/lukasmosser/order_agnostic_diffusion_geostats

Order-Agnostic Autoregressive Diffusion Models for Geostatistical Applications

Last synced: 16 Oct 2024

https://github.com/lukasmosser/jupetro

A collection of oil&gas related Jupyter notebooks

Last synced: 16 Oct 2024

https://github.com/lukasmosser/ipython-notebooks

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

Last synced: 16 Oct 2024

https://github.com/lukasmosser/gasoilgravitydrainage_lm

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

Last synced: 16 Oct 2024

https://github.com/lukasmosser/pyweka

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

Last synced: 16 Oct 2024

https://github.com/lukasmosser/dask-nlmeans

Non-Local Means on Dask

Last synced: 16 Oct 2024

https://github.com/lukasmosser/pydca

Decline Curve Analysis in Python

Last synced: 16 Oct 2024

https://github.com/lukasmosser/icml2024_finder

Find relevant sessions at ICML 2024

Last synced: 16 Oct 2024

https://github.com/lukasmosser/msc_thesis

Lukas Mosser MSc Thesis repository

Last synced: 16 Oct 2024

https://github.com/lukasmosser/pmgan

Pytorch implementation of porous media gan with automatic monitoring of properties

Last synced: 16 Oct 2024

https://github.com/lukasmosser/mpys

Last synced: 16 Oct 2024

https://github.com/lukasmosser/fractalsandapplications

Fractals and applications coursework

Last synced: 16 Oct 2024

https://github.com/lukasmosser/stavanger_secession_2024

Stavanger Secession 2024

Last synced: 16 Oct 2024

https://github.com/lukasmosser/tracer

Agile Geoscience Hackathon Vienna 2016

Last synced: 16 Oct 2024

https://github.com/lukasmosser/stavanger_secession

Website for Stavanger Secession Prologue 2023

Last synced: 16 Oct 2024