olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkLinks
The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.
☆50Updated 4 years ago
Alternatives and similar repositories for Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network
Users that are interested in Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network are comparing it to the libraries listed below
Sorting:
- Convolutional neural network for seismic impedance inversion☆89Updated 5 years ago
- Seismic data processing with ML and deep learning☆67Updated 6 years ago
- Neural network based petrophysical property inversion☆39Updated 5 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
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆17Updated 3 years ago
- Framework for computing seismic attributes with Python.☆48Updated 2 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆19Updated 5 years ago
- Rock Physics Seismic inversion☆14Updated 11 months ago
- Seismic inversion☆21Updated 4 years ago
- Seismic Reservoir Modeling Python package☆110Updated last year
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year
- ☆24Updated 4 years ago
- A Volve-alike synthetic dataset for testing of seismic processing and imaging algorithms☆14Updated last year
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆21Updated 11 months ago
- Notebooks for basic VSP processing☆35Updated 2 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆57Updated 5 years ago
- Neural network based petrophysical property inversion☆11Updated 6 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 2 years ago
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Updated 3 years ago
- Program for Seismic Wave Simulation☆37Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆85Updated last week
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Updated 2 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆73Updated 3 years ago
- Automated Well-Tie☆35Updated 2 years ago
- Seismic Reservoir Modeling package☆52Updated 8 months ago
- ☆11Updated 3 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆85Updated 3 years ago