Datasciensyash / SeismicNet
Seismic horizons detecting neural network
☆37Updated 8 months ago
Alternatives and similar repositories for SeismicNet:
Users that are interested in SeismicNet are comparing it to the libraries listed below
- First break picking in seismic gather☆117Updated 9 months ago
- ☆36Updated 4 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆66Updated 4 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆73Updated last week
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆72Updated 2 years ago
- 3D Fault Segmentation by U-Net☆50Updated 4 years ago
- Generating seismic data and associated labels to train deep learning networks.☆71Updated 3 weeks ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 8 months ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆120Updated 2 years ago
- Seismic Velocity Modeling using Deep Transfer Learning☆18Updated 4 years ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆46Updated 8 months ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆80Updated 2 years ago
- Seismic Foundation Model☆86Updated 3 months ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆40Updated 5 years ago
- Seismic data processing with ML and deep learning☆58Updated 5 years ago
- Using convolutional autoencoders to remove random noise from seismic data.☆16Updated 3 years ago
- Framework for computing seismic attributes with Python.☆45Updated last year
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆191Updated 2 years ago
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 4 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆77Updated 2 years ago
- Software for detection of given facies☆57Updated 5 years ago
- Pycker provides user-friendly routines to visualize seismic traces and pick first break arrival times.☆50Updated 7 years ago
- Convolutional neural network for seismic impedance inversion☆79Updated 5 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆49Updated 5 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…☆43Updated 3 years ago
- T21 tutorial using Volve data☆30Updated 2 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆31Updated 5 years ago
- Unsupervised seismic facies analysis via deep convolutional autoencoders.☆22Updated 3 years ago
- Some simple tutorials about machine learning / deep learning / optimization in geosciences.☆36Updated last year