YangFangShu / FCNVMB-Deep-learning-based-seismic-velocity-model-buildingLinks
Deep-learning inversion: A next-generation seismic velocity model building method
☆196Updated 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
Sorting:
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆53Updated 5 years ago
- Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel☆121Updated 6 months ago
- Seismic data processing with ML and deep learning☆64Updated 5 years ago
- Matlab research tools to read, write and process seismic data☆93Updated 3 months ago
- Geophysical Tutorials column for 2017☆100Updated 7 years ago
- Convolutional neural network for seismic impedance inversion☆82Updated 5 years ago
- Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)☆82Updated 2 months ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆80Updated last week
- Open source seismic packages collected from varieties of websites☆70Updated 8 years ago
- A python toolbox for generating seismic training samples, integrated with pytorch☆58Updated 5 years ago
- Deep-learning seismic facies on state-of-the-art CNN architectures☆82Updated 3 years ago
- Demo of the Seismic Canvas project.☆81Updated 4 years ago
- 3D seismic modelling, FWI and RTM code for wave propagation in isotropic (visco)-acoustic/elastic and anisotropic orthorhombic/triclinic …☆105Updated 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…☆126Updated 2 years ago
- FD/RTM/FWI/TOMO/RayTracing, ISO/VTI/TTI, su/segy/sgy, C/C++/java, MPCH/OpenMPI/OpenMP/CUDA/, CWP/Madagascar☆130Updated 7 years ago
- 3D Fault Segmentation by U-Net☆54Updated 4 years ago
- ☆38Updated 4 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆41Updated 2 years ago
- Seismic image processing for geologic faults☆80Updated 10 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆66Updated 7 months ago
- Seismic Reservoir Modeling Python package☆106Updated 11 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆18Updated 4 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆45Updated 11 months ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆29Updated 2 months ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆77Updated 7 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆27Updated 3 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…☆48Updated 3 years ago
- Teaching material for ErSE 210 Seismology course☆120Updated last month
- Framework for computing seismic attributes with Python.☆48Updated last year