DeepWave-KAUST / Seis2Rock
Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
☆11Updated 4 months ago
Alternatives and similar repositories for Seis2Rock:
Users that are interested in Seis2Rock are comparing it to the libraries listed below
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆37Updated 2 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆23Updated 2 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆21Updated last year
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Seismic inversion☆19Updated 3 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 6 years ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆14Updated 5 years ago
- Convolutional neural network for seismic impedance inversion☆74Updated 5 years ago
- Framework for computing seismic attributes with Python.☆45Updated last year
- Automated Well-Tie☆32Updated last year
- Seismic Reservoir Modeling package☆48Updated last month
- 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…☆43Updated 3 years ago
- Notebooks for basic VSP processing☆32Updated last year
- seismic segmentation and geobody detection in 3D seismic reflection data☆12Updated 7 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆17Updated 4 years ago
- Neural network based petrophysical property inversion☆35Updated 4 years ago
- Matlab research tools to read, write and process seismic data☆82Updated 2 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆29Updated 4 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆43Updated 7 months ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 3 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆16Updated 4 years ago
- Program for Seismic Wave Simulation☆33Updated 4 years ago
- Seismic data processing with ML and deep learning☆57Updated 5 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆73Updated last month
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆16Updated 3 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆24Updated 3 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