Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion
☆33Oct 8, 2025Updated 5 months ago
Alternatives and similar repositories for Siamese_FWI-pub
Users that are interested in Siamese_FWI-pub are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Nov 4, 2024Updated last year
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆44Nov 4, 2024Updated last year
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆56Jun 24, 2023Updated 2 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆88Nov 9, 2024Updated last year
- Ground Penetrating Radar crosshole full-waveform inversion algorithm using the optimal-transport and least-squares distances.☆16Jun 30, 2024Updated last year
- An Automatic Differentiation-based Waveform Inversion Framework Implemented in PyTorch.☆177Oct 18, 2025Updated 5 months ago
- This package is used to store the reproducible and open-access scripts for denoising the FORGE DAS dataset☆24Oct 28, 2025Updated 4 months ago
- The initial version of EQCCT (EarthQuake detection and phase picking using the Compact Convolutional Transformer)☆21Mar 2, 2026Updated 3 weeks ago
- ☆17Apr 17, 2023Updated 2 years ago
- Official reproducible material for Noise attenuation in distributed acoustic sensing data using a guided unsupervised deep learning netwo…☆18Nov 4, 2024Updated last year
- SCALODEEP: Deep Learning Framework for Earthquake Signal Detection☆13Jan 25, 2022Updated 4 years ago
- Code and Benchmark Examples for JGR: Solid Earth paper☆15Nov 27, 2023Updated 2 years ago
- Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robus…☆37Dec 29, 2023Updated 2 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆81Nov 8, 2024Updated last year
- TXED: the Texas Earthquake Dataset for AI☆21Mar 2, 2026Updated 3 weeks ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆94Nov 5, 2024Updated last year
- Wave propagation modules for PyTorch.☆337Mar 17, 2026Updated last week
- ☆18Oct 26, 2023Updated 2 years ago
- The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion☆25Jul 30, 2024Updated last year
- Interpolation of seismic data through Deep Priors☆42Oct 6, 2023Updated 2 years ago
- A collection of codes with OpenFWI project☆165Apr 7, 2025Updated 11 months ago
- Notebook repository for geophysical machine learning☆13Aug 27, 2025Updated 6 months ago
- this is the code implementation of "SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Rec…☆17Oct 9, 2024Updated last year
- ☆18Updated this week
- this is the code implementation of “Seismic Data Reconstruction Based On Conditional Constraint Diffusion Model”☆27Mar 19, 2024Updated 2 years ago
- Leong, Z. X., Zhu, T., & Sun, A. Y. (2024). Time-lapse seismic inversion for CO2 saturation with SeisCO2Net: An application to Frio-II si…☆10Aug 23, 2024Updated last year
- Multi-task learning for low-frequency extrapolation and elastic model building☆31Jun 27, 2022Updated 3 years ago
- Forward modelling and inversion of Ground-Penetrating Radar (GPR)☆25Jan 11, 2017Updated 9 years ago
- Seismic modelling and imaging wiz☆43Updated this week
- ☆31Aug 19, 2022Updated 3 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Jan 26, 2026Updated last month
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆24Nov 4, 2024Updated last year
- This repository contains a benchmark of deep learning pickers☆37Sep 28, 2023Updated 2 years ago
- Repository for the paper "Adapting the residual dense network for seismic data denoising and upscaling"☆16Jul 26, 2023Updated 2 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Apr 26, 2024Updated last year
- Seismic Foundation Model☆149Dec 23, 2025Updated 3 months ago
- ☆12Aug 23, 2025Updated 7 months ago
- ☆15Dec 14, 2025Updated 3 months ago
- This is a FWI pakage I developed during my master's thesis☆24Oct 31, 2023Updated 2 years ago