There are no reviews yet. Be the first to send feedback to the community and the maintainers!
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 Syntheticsgeogan
Conditioning of three-dimensional geological and pore scale generative adversarial networksMontePetro
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 2024Love Open Source and this site? Check out how you can help us