vishaldas / CNN_based_petrophysical_inversionLinks
Neural network based petrophysical property inversion
☆36Updated 4 years ago
Alternatives and similar repositories for CNN_based_petrophysical_inversion
Users that are interested in CNN_based_petrophysical_inversion are comparing it to the libraries listed below
Sorting:
- 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
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Seismic Reservoir Modeling Python package☆107Updated last year
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- Convolutional neural network for seismic impedance inversion☆83Updated 5 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 2 years ago
- Rock Physics Seismic inversion☆12Updated 8 months ago
- ☆24Updated 3 years ago
- Automated Well-Tie☆32Updated 2 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Seismic Reservoir Modeling package☆52Updated 6 months ago
- Create realistic geological models with folds, faults and meandering river sediments.☆15Updated 3 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆40Updated 2 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year
- Seismic data processing with ML and deep learning☆66Updated 5 years ago
- ☆40Updated 5 years ago
- extensive Python library for rock physics modelling☆48Updated 8 months ago
- Program for Seismic Wave Simulation☆36Updated 4 years ago
- seismic-well tie in Python☆30Updated 8 months ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆54Updated 5 years ago
- T21 tutorial using Volve data☆31Updated 2 years ago
- A rock physics library for Python☆47Updated 2 years ago
- Website for Rock Physics Handbook 3rd edition☆36Updated 5 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆18Updated 9 months ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- This is for AI prediction using seismic attributes☆24Updated 5 years ago
- Teaching material for ErSE 210 Seismology course☆125Updated 2 months ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 2 years ago