DeepWave-KAUST / Seis2Rock
Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
☆11Updated 3 months ago
Alternatives and similar repositories for Seis2Rock:
Users that are interested in Seis2Rock are comparing it to the libraries listed below
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆21Updated last year
- seismic segmentation and geobody detection in 3D seismic reflection data☆12Updated 6 months ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆36Updated 2 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Seismic inversion☆19Updated 3 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆13Updated 5 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆23Updated 2 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Updated 6 years ago
- Framework for computing seismic attributes with Python.☆44Updated last year
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 2 years ago
- Neural network based petrophysical property inversion☆35Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆43Updated 6 months ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Seismic Reservoir Modeling package☆48Updated 2 weeks ago
- Convolutional neural network for seismic impedance inversion☆73Updated 5 years ago
- Automated Well-Tie☆31Updated last year
- Notebooks for basic VSP processing☆32Updated last year
- This is for AI prediction using seismic attributes☆23Updated 4 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆11Updated 3 years ago
- A bag of Marchenko algorithms implemented on top of PyLops☆17Updated last year
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated 9 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆17Updated 4 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
- 2D/3D post-stack seismic amplitude/reservoir property in sgy/segy format☆10Updated 11 months ago
- Seismic data processing with ML and deep learning☆56Updated 5 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆53Updated 3 months ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆24Updated 3 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆69Updated 2 weeks ago
- 3D Seismic VIZ, Working with Database☆11Updated 2 years ago