A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch
☆27Nov 15, 2023Updated 2 years ago
Alternatives and similar repositories for PINN-tutorial
Users that are interested in PINN-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12May 3, 2023Updated 3 years ago
- ☆27Jul 7, 2022Updated 4 years ago
- ☆19Jan 21, 2025Updated last year
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated last year
- DeepVel☆17Mar 20, 2017Updated 9 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆23Jun 19, 2024Updated 2 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated last year
- The Solar MAgnetic Connection Haus (Solar-MACH) tool is a multi-spacecraft longitudinal configuration plotter☆20Aug 27, 2026Updated last week
- HYDrodynamics and RADiation Code for computing solutions to field-aligned hydrodynamic equations in coronal loops☆21Jun 24, 2026Updated 2 months ago
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 8 months ago
- Solving various PDEs by employing Siren, with JAX implementation.☆10Apr 13, 2025Updated last year
- Implementation of Fractional Kolmogorov-Arnold Network (fKAN)☆32Jan 17, 2025Updated last year
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆22Jun 28, 2024Updated 2 years ago
- ☆50May 18, 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.
- ☆23Nov 24, 2024Updated last year
- ☆17Jan 18, 2024Updated 2 years ago
- Deep Learning for Solving Differential Equations (Educational)☆20Nov 30, 2023Updated 2 years ago
- Data-guided physics-informed neural networks☆18Jul 16, 2024Updated 2 years ago
- Deep Learning - Predicting using Neural Ordinary Differential Equations - torchdiffeq.☆15Nov 18, 2020Updated 5 years ago
- Code for the paper "Non-Linear Trajectory Optimization for Large Step-Ups: Application to the Humanoid Robot Atlas"☆14Mar 3, 2021Updated 5 years ago
- The pybullet simulation of a RRP Hopper based on the Raibert decoupled controller.☆12Oct 29, 2021Updated 4 years ago
- High-performance Flux Transport☆37Jul 9, 2026Updated last month
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆18Apr 12, 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.
- A curated list of datasets, tools and papers for machine learning in heliophysics.☆30Oct 3, 2022Updated 3 years ago
- Demonstrating a Deep Learning Approach for DEM Inversion☆26May 16, 2021Updated 5 years ago
- Python package of the multi-spacecraft longitudinal configuration plotter Solar-MACH☆36Aug 24, 2026Updated 2 weeks ago
- Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"☆21Nov 18, 2024Updated last year
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 3 years ago
- Molecular dynamics simulations in Python and Cython. Simulates Lennard-Jones particles in the NVE ensemble using the Verlet method and hi…☆12Jun 2, 2015Updated 11 years ago
- Physics-informed neural networks (PINNs)☆15Jun 7, 2022Updated 4 years ago
- ☆10Feb 9, 2025Updated last year
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆37Apr 15, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A web app built with Flask to stream video feed from any IP camera to the users of a local network☆14Dec 23, 2021Updated 4 years ago
- MiRAGE: Mining Relationships for Advanced Generative Evaluation in Drug Repositioning☆23Jul 24, 2024Updated 2 years ago
- ☆57Oct 9, 2022Updated 3 years ago
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆26Sep 27, 2024Updated last year
- This repository is different from any other repository, because in this repository, all the projects have videos that you can watch on Yo…☆12Oct 8, 2024Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆22Sep 3, 2024Updated 2 years ago
- ☆11Aug 30, 2023Updated 3 years ago