lanl / OpenFWILinks
A collection of codes with OpenFWI project
☆142Updated 3 months ago
Alternatives and similar repositories for OpenFWI
Users that are interested in OpenFWI are comparing it to the libraries listed below
Sorting:
- Wave propagation modules for PyTorch.☆269Updated 8 months ago
- PGNN-FWI: performing physics-guided neural network for FWI☆66Updated 8 months ago
- ☆12Updated 3 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆31Updated 3 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆84Updated 3 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆77Updated 8 months ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆53Updated 4 years ago
- Deep-learning inversion: A next-generation seismic velocity model building method☆197Updated 2 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆36Updated 8 months ago
- ☆58Updated 4 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆40Updated 4 years ago
- ☆11Updated 2 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆51Updated 2 years ago
- StorSeismic: An approach to pre-train a neural network to store seismic data features☆30Updated 2 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆25Updated 2 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆45Updated 11 months ago
- Machine learning formulation for the Factored Eikonal Equation☆66Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆27Updated 3 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 2 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆13Updated last year
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 5 years ago
- Implementation for CNN-RWI on TensorFlow and PySIT platforms☆8Updated 3 years ago
- A General Approach to Seismic Inversion Problems using Automatic Differentiation☆74Updated 2 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆70Updated 8 months ago
- Generating seismic data and associated labels to train deep learning networks.☆73Updated 4 months ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆18Updated 3 years ago
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆54Updated 5 years ago
- The code of Paper 'SeisCLIP: A seismology foundation model pre-trained by multimodal data for multipurpose seismic feature extraction'☆49Updated 11 months ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆18Updated 8 months ago