vishaldas / CNN_based_petrophysical_inversionLinks
Neural network based petrophysical property inversion
☆39Updated 5 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…☆50Updated 4 years ago
- Seismic Reservoir Modeling Python package☆110Updated last year
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Convolutional neural network for seismic impedance inversion☆89Updated 5 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Neural network based petrophysical property inversion☆11Updated 6 years ago
- Rock Physics Seismic inversion☆14Updated 11 months ago
- Automated Well-Tie☆35Updated 2 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- ☆24Updated 4 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆46Updated last year
- Seismic Reservoir Modeling package☆52Updated 8 months ago
- Practicing machine learning (from scratch) with Python 🐍☆17Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated 2 years ago
- DEPRECATED! See https://github.com/wanggy-1/cigChannel for the latest version☆15Updated 3 weeks ago
- Seismic data processing with ML and deep learning☆67Updated 6 years ago
- ☆11Updated 3 years ago
- ☆39Updated 5 years ago
- T21 tutorial using Volve data☆33Updated 2 years ago
- Notebooks for basic VSP processing☆35Updated 2 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Updated 5 years ago
- Bayesian Convolutional Neural Networks for Seismic Facies Classification☆14Updated 4 years ago
- seismic-well tie in Python☆31Updated 11 months ago
- This is for AI prediction using seismic attributes☆24Updated 5 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆21Updated 11 months ago
- extensive Python library for rock physics modelling☆50Updated 11 months ago
- Website for Rock Physics Handbook 3rd edition☆36Updated 5 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆17Updated 3 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago