Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach
☆22Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for Deep_1D_velocity
Users that are interested in Deep_1D_velocity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Seismic Velocity Modeling using Deep Transfer Learning☆21Jul 13, 2020Updated 6 years ago
- Transform seismic segy to logs using Machine Learning☆15Jan 9, 2019Updated 7 years ago
- Neural style transfer applied to elastic subsurface models [SEG19]. Visualized and explained.☆15Mar 10, 2020Updated 6 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆44Jan 2, 2023Updated 3 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆221Aug 28, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Feb 3, 2023Updated 3 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆33Mar 17, 2023Updated 3 years ago
- Tutorial for creating seismic synthetics using GemPy and Devito☆27May 7, 2021Updated 5 years ago
- Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data …☆56Jul 14, 2021Updated 5 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆32Jun 27, 2022Updated 4 years ago
- A software to model seismic reflection data from fractured medium☆14May 5, 2020Updated 6 years ago
- U-Net neural network applied to FWI problems☆13Dec 8, 2022Updated 3 years ago
- A module based seismic modeling, migration and inversion code☆12Aug 7, 2026Updated last month
- Scale-dependent wavelet-based regularization scheme for geophysical 1D inversion☆25Apr 20, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Benchmark for Seismic Velocity Inversion from Synthetics☆48Jul 25, 2024Updated 2 years ago
- A python packages for geophysical data processing modeling, inversion and interpretation.☆13Dec 8, 2022Updated 3 years ago
- Signal/Image processing techniques applied to subsurface data☆15May 8, 2021Updated 5 years ago
- Simple GUI application aimed at surface-consistent seismic static and amplitude correction. Interactive velocity model builder☆18Oct 19, 2022Updated 3 years ago
- Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data☆13Mar 10, 2023Updated 3 years ago
- Pytorch library for seismic data augmentation☆36Dec 14, 2022Updated 3 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Dec 22, 2018Updated 7 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆102Nov 5, 2024Updated last year
- Convolutional neural network for seismic impedance inversion☆96Nov 14, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Seismic Data Interpolation using Convolutional Neural Network☆23Apr 13, 2020Updated 6 years ago
- ☆21May 4, 2021Updated 5 years ago
- Seismic Depth Conversion using Quadratic Functions☆10Sep 29, 2022Updated 3 years ago
- A couple of python scripts to interpret geological structures from geophysical images using deep learning☆264May 9, 2025Updated last year
- This is an open source program based on NVIDIA cuda, which includes two-dimensional and three-dimensional VTI media forward simulation an…☆56Jul 18, 2025Updated last year
- A stacking method of machine learning applied to geological geophysical datasets for 3D geological modeling☆19May 25, 2020Updated 6 years ago
- Seismic data interpolation via WGAN☆19Dec 24, 2019Updated 6 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆42Sep 15, 2020Updated 6 years ago
- Rock Physics Seismic inversion☆15Nov 23, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Seismic refraction - New implementation of the Sardine software☆20Sep 4, 2026Updated 2 weeks ago
- python codes used for geophysical alarms at AVO☆11Sep 11, 2026Updated last week
- data-driven seismic horizon tracking using non-local dynamic time warping☆52Sep 23, 2019Updated 6 years ago
- Repository for the paper "Adapting the residual dense network for seismic data denoising and upscaling"☆17Jul 26, 2023Updated 3 years ago
- dgbpy is a framework for research and deployment of machine learning models from seismic and well data.☆13Updated this week
- Seismic data reconstruction is an important research direction in the field of seismic signal analysis. The complete seismic data can be …☆22Nov 20, 2018Updated 7 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆21Nov 21, 2021Updated 4 years ago