wanggy-1 / RandomForests-ReservoirIdentificationLinks
Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.
☆12Updated 3 years ago
Alternatives and similar repositories for RandomForests-ReservoirIdentification
Users that are interested in RandomForests-ReservoirIdentification are comparing it to the libraries listed below
Sorting:
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- Neural network based petrophysical property inversion☆36Updated 4 years ago
- Seismic data processing with ML and deep learning☆66Updated 5 years ago
- olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkThe repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆48Updated 3 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 3 years ago
- Create realistic geological models with folds, faults and meandering river sediments.☆15Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Using Convolution Neural Network for Seismic Fault Mapping☆18Updated 4 years ago
- ☆24Updated 3 years ago
- Automated Well-Tie☆32Updated 2 years ago
- ☆38Updated 4 years ago
- seismic-well tie in Python☆30Updated 9 months ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆41Updated 5 years ago
- Notebooks for basic VSP processing☆35Updated last year
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- T21 tutorial using Volve data☆32Updated 2 years ago
- Seismic Reservoir Modeling Python package☆107Updated last year
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 3 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆55Updated 5 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆41Updated last year
- 3D Fault Segmentation by U-Net☆54Updated 5 years ago
- Rock Physics Seismic inversion☆12Updated 9 months ago
- 3D Seismic VIZ, Working with Database☆11Updated 3 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆25Updated 4 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆17Updated 4 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆41Updated 2 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆20Updated 5 years ago