motazalfarraj / Elastic-Impedance-Inversion-Using-Recurrent-Neural-Networks
Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interpretation, Aug. 2019
☆33Updated last year
Related projects: ⓘ
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆11Updated 4 years ago
- Neural network based petrophysical property inversion☆12Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆19Updated 2 years ago
- Convolutional neural network for seismic impedance inversion☆62Updated 4 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- 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…☆40Updated 2 years ago
- Seismic Reservoir Modeling package☆36Updated last month
- StorSeismic: An approach to pre-train a neural network to store seismic data features☆26Updated last year
- A Benchmark for Seismic Velocity Inversion from Synthetics☆40Updated last month
- Program for Seismic Wave Simulation☆33Updated 3 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆14Updated 4 years ago
- Framework for computing seismic attributes with Python.☆41Updated last year
- Matlab research tools to read, write and process seismic data☆74Updated last year
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆29Updated last year
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆20Updated last year
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 5 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆50Updated last week
- Seismic data processing with ML and deep learning☆48Updated 4 years ago
- Automated Well-Tie☆29Updated last year
- Notebooks for basic VSP processing☆28Updated 11 months ago
- Papers related to Deep Learning, GANs, applied to seismic☆29Updated 4 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆59Updated 5 months ago
- Seismic processing tools☆13Updated 2 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆37Updated 4 years ago
- Seismic Forward Modeling written in Python☆23Updated 5 years ago
- ☆22Updated 2 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆43Updated 4 years ago
- Open source seismic packages collected from varieties of websites☆58Updated 7 years ago
- ☆15Updated 2 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆64Updated 2 years ago