izzatum / laplace-hypopinn
Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"
☆11Updated 2 years ago
Alternatives and similar repositories for laplace-hypopinn:
Users that are interested in laplace-hypopinn are comparing it to the libraries listed below
- Machine learning as seismic velocity-model building method for full-waveform inversion☆27Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆26Updated 2 years ago
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆19Updated 3 years ago
- ☆29Updated 3 years ago
- acoustic FWI for isotropic media in frequency domain☆14Updated 4 years ago
- Seismic monitoring experiment investigating hydraulic fracturing within the Kaybob-Duvernay horizon in Alberta. Managed by the University…☆14Updated 4 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆14Updated 2 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆50Updated 4 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆31Updated 3 years ago
- Full Waveform Inversion☆32Updated 6 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆23Updated 2 years ago
- A repository to reproduce my Ph.D. thesis results and figures☆13Updated last year
- The main repository for FraCSPy (Framework for Conventional microSeismic Processing), an open-source Python library focused on providing …☆13Updated 6 months ago
- Python libraries for Optimal Transport of time series - examples from paper Sambridge, Jackson and Valentine (2022)☆35Updated 2 years ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆26Updated last year
- ☆11Updated 2 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆71Updated 5 months ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆11Updated 5 years ago
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆25Updated 3 years ago
- Rock Physics Seismic inversion☆11Updated 5 months ago
- Codes for numerically solving wave equations and full waveform inversion.☆33Updated 9 years ago
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆17Updated 3 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆56Updated 5 months ago
- A full-wavefield modeling of ambient noise based on Discrete Wavenumber Method and stiffness matrix method☆21Updated 3 years ago
- Adjoint-state based AVO Inversion Method☆14Updated 2 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆58Updated 5 months ago
- ☆18Updated 2 years ago
- An open-source package for multiparameter FWI in isotropic-, anisotropic- and visco-elastic media☆47Updated 6 years ago
- TXED: the Texas Earthquake Dataset for AI☆17Updated last week
- Deep learning seismic waveform inversion using pydsm☆10Updated 4 years ago