☆203Mar 16, 2023Updated 3 years ago
Alternatives and similar repositories for PINNs
Users that are interested in PINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An external library for OpenFOAM, containing a custom boundary condition for a velocity field behind cylinder.☆26Aug 16, 2023Updated 2 years ago
- code_sample☆19Jul 17, 2023Updated 2 years ago
- Implementing physics informed neural networks (PINN) in PyTorch to solve turbulent flows using the Navier-Stokes equations☆28May 17, 2024Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆43Jun 24, 2022Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆162Jul 16, 2020Updated 5 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.
- Use of Turbulence Model (Spalart-Allmaras) with PINNs for mean flow reconstruction☆13Mar 13, 2024Updated 2 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆61May 16, 2024Updated 2 years ago
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆182May 30, 2026Updated last week
- Physics-informed neural network for solving fluid dynamics problems☆280Jan 28, 2021Updated 5 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆142Oct 24, 2025Updated 7 months ago
- PINN in solving Navier–Stokes equation☆134Jun 7, 2020Updated 6 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆214Jul 16, 2020Updated 5 years ago
- ☆97Nov 25, 2024Updated last year
- 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.
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆58Nov 20, 2022Updated 3 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,917Feb 11, 2026Updated 3 months ago
- Investigating PINNs☆766Aug 13, 2021Updated 4 years ago
- PyTorch Implementation of Physics-informed Neural Networks☆719May 20, 2024Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆226Feb 21, 2023Updated 3 years ago
- ☆46Jul 31, 2022Updated 3 years ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆322Jan 23, 2024Updated 2 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆198Apr 7, 2024Updated 2 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆672May 31, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- Real life examples and industrial applications of CFD☆24Feb 3, 2016Updated 10 years ago
- The repository contains the codes linked to the SPICY project (Super-resolution and Pressure from Image Velocimetry)☆12Nov 26, 2025Updated 6 months ago
- Hidden Fluid Mechanics in PyTorch☆21Nov 6, 2023Updated 2 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆35Apr 7, 2024Updated 2 years ago
- the open source parametric flow passage generator☆12Jun 17, 2024Updated last year
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆11Jan 15, 2026Updated 4 months ago
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆43Nov 11, 2024Updated last year
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆113Aug 4, 2022Updated 3 years ago
- 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.
- This is a repository of scripts developed as part of the 2020 ENCMP100 Section B3 lecture taught at University of Alberta.☆10Apr 2, 2020Updated 6 years ago
- Interactive Jupyter notebooks that illustrate solutions of linear heat, Laplace, transport, and wave equations☆10Nov 7, 2023Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆97Apr 4, 2024Updated 2 years ago
- PINN program for computational mechanics