this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)
☆17Aug 25, 2022Updated 3 years ago
Alternatives and similar repositories for -earthquake-wave-in-PINN
Users that are interested in -earthquake-wave-in-PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆18Nov 3, 2022Updated 3 years ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆22Sep 22, 2023Updated 2 years ago
- PINN for solving wave equation☆25Dec 17, 2022Updated 3 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆35Aug 2, 2022Updated 3 years ago
- 【清华大学《计算机动画原理与算法》大作业】MPM fluid simulation and surface reconstruction using Taichi; A path tracer implemented by LuisaCompute python front…☆14Jan 16, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated last year
- ☆10Mar 28, 2022Updated 4 years ago
- Repository for the paper "Adapting the residual dense network for seismic data denoising and upscaling"☆16Jul 26, 2023Updated 2 years ago
- Full-waveform Ambient Noise Tomography Package☆11Oct 2, 2024Updated last year
- MPM benchmarks☆15Oct 5, 2023Updated 2 years ago
- The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆51Oct 28, 2021Updated 4 years ago
- ☆20Jun 10, 2022Updated 3 years ago
- Convolutional neural network for seismic impedance inversion☆90Nov 14, 2019Updated 6 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Standard Material Point Method 2D code for beginners☆14Aug 7, 2021Updated 4 years ago
- Python implementation of a 2D Smoothed Particle Hydrodynamics (SPH) simulation for simulating fluid behavior in a dam break scenario.☆12Aug 10, 2023Updated 2 years ago
- Seismic pre-stack data AVO three terms inversion☆25Dec 13, 2024Updated last year
- A MLS-MPM based 3D fluid system simulation implemented with Taichi☆22Feb 6, 2024Updated 2 years ago
- Seismic data blending and deblending☆15Dec 5, 2021Updated 4 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆81Nov 8, 2024Updated last year
- Hazard Map poe0.1_50y☆49Nov 7, 2025Updated 4 months ago
- Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts".…☆19Jul 12, 2023Updated 2 years ago
- Wave propagation modules for PyTorch.☆337Mar 18, 2026Updated last week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆47Nov 27, 2023Updated 2 years ago
- ☆15Feb 3, 2023Updated 3 years ago
- Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstra…☆19Jan 17, 2021Updated 5 years ago
- Neural style transfer applied to elastic subsurface models [SEG19]. Visualized and explained.☆15Mar 10, 2020Updated 6 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Apr 26, 2024Updated last year
- 🧮 High-performance Material Point Method (MPM) Solver in Julia.☆36Aug 3, 2025Updated 7 months ago
- FMNet: Earthquake Focal Mechanism Estimation by using a Fully Convolutional Neural Network☆13Apr 19, 2021Updated 4 years ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Feb 3, 2023Updated 3 years ago
- Paper: A new method for location sources of gravity and magnetic data using Euler's homogeneity equation☆12Apr 1, 2025Updated 11 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆21Oct 1, 2019Updated 6 years ago
- ☆20Dec 14, 2021Updated 4 years ago
- 基于UNet、PatchGan网络的地震叠加数据去噪方法-tensorflow、Pytorch实现☆21Jan 20, 2022Updated 4 years ago
- SSA2py: Source-Scanning Algorithm in Python☆27Mar 30, 2024Updated last year
- Generator of 2D gaussian random fields☆55May 29, 2022Updated 3 years ago
- Forward code for the P-SV wave equation on a staggered grid, with full waveform inversion interfaces. Finite difference approach accordin…☆83Jun 3, 2022Updated 3 years ago
- Seismic processing tools☆13Dec 3, 2021Updated 4 years ago