StanfordRockPhysics / CNN_based_petrophysical_inversion
Neural network based petrophysical property inversion
☆12Updated 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
- Seismic Reservoir Modeling package☆47Updated 5 months ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago
- Framework for computing seismic attributes with Python.☆44Updated last year
- ☆23Updated 3 years ago
- This is for AI prediction using seismic attributes☆23Updated 4 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆35Updated 2 years ago
- Neural network based petrophysical property inversion☆34Updated 4 years ago
- Seismic Reservoir Modeling Python package☆92Updated 6 months ago
- Convolutional neural network for seismic impedance inversion☆72Updated 5 years ago
- Automated Well-Tie☆30Updated last year
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆11Updated 2 months ago
- seismic segmentation and geobody detection in 3D seismic reflection data☆12Updated 6 months ago
- seismic-well tie in Python☆30Updated 2 months ago
- Website for Rock Physics Handbook 3rd edition☆32Updated 5 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆10Updated 3 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…☆42Updated 3 years ago
- Seismic inversion☆18Updated 3 years ago
- External Attribute scripts for the open source seismic interpretation system - OpendTect☆24Updated 6 years ago
- A rock physics library for Python☆42Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆43Updated 6 months ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 6 years ago
- Notebooks for basic VSP processing☆31Updated last year
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Program for Seismic Wave Simulation☆33Updated 4 years ago
- ☆14Updated 3 years ago
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆24Updated 3 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆48Updated 5 years ago
- extensive Python library for rock physics modelling☆40Updated 2 months ago
- Seismic Forward Modeling written in Python☆27Updated 6 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆23Updated 2 years ago