2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch
☆37Aug 2, 2022Updated 4 years ago
Alternatives and similar repositories for PINN
Users that are interested 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:
- 2D wave equation simulated by PINN and FDM☆14Feb 20, 2022Updated 4 years ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆17Nov 3, 2022Updated 3 years ago
- PINN for solving wave equation☆25Dec 17, 2022Updated 3 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆213Jul 16, 2020Updated 6 years ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆50Sep 21, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Aug 25, 2022Updated 4 years ago
- ☆18Feb 3, 2023Updated 3 years ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆16May 27, 2024Updated 2 years ago
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 4 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆26Apr 25, 2024Updated 2 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆13Jan 27, 2022Updated 4 years ago
- ☆29Dec 21, 2023Updated 2 years ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆29Sep 22, 2023Updated 3 years ago
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆23Jun 19, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep BSDE solver in Pytorch☆13Nov 12, 2024Updated last year
- Simple (and not-so-simple) CFD solvers written in Fortran with Python plotting routines☆20Oct 8, 2019Updated 7 years ago
- Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neura…☆37Jan 15, 2024Updated 2 years ago
- Speeding up and reducing memory usage for scientific machine learning via mixed precision☆11Dec 27, 2024Updated last year
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data☆13Mar 10, 2023Updated 3 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆40May 16, 2025Updated last year
- Code for "Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation" BSSA 2024☆16Apr 22, 2026Updated 5 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆62Aug 19, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repository for sharing code and data assocaited with En-DeepONet architecture☆37Jan 15, 2024Updated 2 years ago
- Porosity estimation from RW-PINNs☆18May 6, 2023Updated 3 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆33Jan 20, 2025Updated last year
- Data-driven and Physics-informed Operator Learning via Gaussian Processes☆14Oct 24, 2024Updated last year
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆13Apr 26, 2024Updated 2 years ago
- ☆31Mar 17, 2026Updated 7 months ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆30Jul 26, 2024Updated 2 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆30Jun 4, 2023Updated 3 years ago
- This is the implementation of the RecFNO.☆27Feb 21, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆11Mar 18, 2023Updated 3 years ago
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆13Apr 11, 2024Updated 2 years ago
- An example of solving a wave equation using finite difference☆26Jul 29, 2023Updated 3 years ago
- ☆274Oct 14, 2021Updated 5 years ago
- ☆17Jun 6, 2023Updated 3 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆687Sep 12, 2026Updated last month