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PorousMediaGan
Reconstruction of three-dimensional porous media using generative adversarial neural networksstochastic_seismic_waveform_inversion
Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"SNIST
A Benchmark for Seismic Velocity Inversion from SyntheticsMontePetro
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 datasetsasi-pytorch
Pytorch implementations of "Automatic Seismic Interpretation" publications and repositoriesneural_rock_typing
Can machines help us understand how to distinguish rock types?geo-deadlines
Repository of upcoming abstract submission deadlines for geoscience conferenceslondonhack_pytorch
OklahomaProductionData
A repository of machine-learnable formatted oklahoma o&g production data.geolink_dataset
Analysis notebooks for the geolink well log datasetforce_npd_llm_hackathon
Starter Pack for the Force NPD LLM Hackathon November 2023roeth_tarantola_blog_series
Reproducing Roeth and Tarantola using Modern Tools - Blog Seriesorder_agnostic_diffusion_geostats
Order-Agnostic Autoregressive Diffusion Models for Geostatistical Applicationstutorial_gans_for_inverse_problems
Short tutorial on using GANs for probabilistic solutions to ill-posed inverse problemsJupetro
A collection of oil&gas related Jupyter notebooksipython-notebooks
Collection of ipython notebooks I have made over the years. Includes notebooks on geoscience, petroleum engineering, data science and more.SPE_GS_DL
MPyS
GasOilGravityDrainage_LM
Data used in the creation of plots for the BSc. Thesis of Lukas MossertarotGPT
learning_rust
dask-nlmeans
Non-Local Means on Daskpmgan
Pytorch implementation of porous media gan with automatic monitoring of propertiespydca
Decline Curve Analysis in PythonMSc_Thesis
Lukas Mosser MSc Thesis repositoryicml2024_finder
Find relevant sessions at ICML 2024PyWeka
Image Segmentation in the style of the famous ImageJ plugin "Interactive Weka Segmentation"Love Open Source and this site? Check out how you can help us