YangFangShu / FCNVMB-Deep-learning-based-seismic-velocity-model-building
Deep-learning inversion: A next-generation seismic velocity model building method
☆192Updated 2 years ago
Alternatives and similar repositories for FCNVMB-Deep-learning-based-seismic-velocity-model-building:
Users that are interested in FCNVMB-Deep-learning-based-seismic-velocity-model-building are comparing it to the libraries listed below
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Convolutional neural network for seismic impedance inversion☆80Updated 5 years ago
- FD/RTM/FWI/TOMO/RayTracing, ISO/VTI/TTI, su/segy/sgy, C/C++/java, MPCH/OpenMPI/OpenMP/CUDA/, CWP/Madagascar☆126Updated 6 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆51Updated 5 years ago
- Seismic data processing with ML and deep learning☆61Updated 5 years ago
- Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel☆120Updated 4 months ago
- 3D Fault Segmentation by U-Net☆50Updated 4 years ago
- Geophysical Tutorials column for 2017☆99Updated 6 years ago
- Open source seismic packages collected from varieties of websites☆68Updated 8 years ago
- 3D seismic modelling, FWI and RTM code for wave propagation in isotropic (visco)-acoustic/elastic and anisotropic orthorhombic/triclinic …☆98Updated 4 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆39Updated 2 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…☆46Updated 3 years ago
- Matlab research tools to read, write and process seismic data☆87Updated last month
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 9 months ago
- Seismic Waveform Inversion Toolbox☆218Updated last year
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆71Updated 5 months ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆30Updated 2 years ago
- Demo of the Seismic Canvas project.☆79Updated 4 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆74Updated 3 weeks ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆29Updated last year
- A bag of Marchenko algorithms implemented on top of PyLops☆20Updated last year
- Just some random seismic algorithms. Ray tracing, wave propagation, time processing, etc... I hope it is useful for somebody.☆66Updated 8 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆58Updated 5 years ago
- 2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves☆139Updated 11 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆18Updated 4 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆68Updated 4 years ago
- Seismic data full waveform inversion tutorial.☆50Updated 8 years ago
- Teaching material for ErSE 210 Seismology course☆117Updated 6 months ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆45Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆26Updated 2 years ago