cics-nd / cnn-inversion
Deep autoregressive neural networks for high-dimensional inverse problems
☆20Updated 5 years ago
Alternatives and similar repositories for cnn-inversion:
Users that are interested in cnn-inversion are comparing it to the libraries listed below
- ☆13Updated 6 years ago
- Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks☆46Updated 4 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆22Updated 7 months ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Updated 3 years ago
- ☆24Updated 2 years ago
- Stochastic geological modeling using Markov Random Field and Bayesian Machine Learning☆14Updated last year
- Data for the synthetic reservoir Stanford VI including EM modeling☆31Updated 12 years ago
- pyPCGA: fast and scalable inverse modeling approach☆24Updated 4 months ago
- Python package for Multi-Objective Bayesian Optimisation and Joint Inversion☆57Updated last year
- ☆35Updated 9 months ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆50Updated 4 years ago
- A bank of training images☆11Updated 3 years ago
- Geophysical model generation with generative adversarial networks GANs☆15Updated 3 years ago
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆53Updated 2 years ago
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Updated 3 years ago
- ☆56Updated 3 years ago
- Conditioning of three-dimensional geological and pore scale generative adversarial networks☆36Updated 5 years ago
- ☆18Updated 3 years ago
- Parametric generation of conditional geological realizations using generative neural networks☆15Updated 6 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆27Updated 7 months ago
- teaching material for the book "Modeling Uncertainty in the Earth Sciences", Jef Caers, 2011.☆31Updated 12 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 9 months ago
- Reservoir simulation in Python using the JutulDarcy.jl reservoir simulator☆11Updated last week
- Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels☆9Updated 4 years ago
- Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes, outcrops, and geophysics☆25Updated 2 months ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆28Updated 6 years ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- machine learning for geophysical inversion.☆29Updated 2 years ago
- Python codes for one-dimensional deep learning inversion of geophysical data☆16Updated 4 years ago
- Teaching material for ML in Geoscience course☆84Updated 6 months ago