The Poisson equation is an integral part of many physical phenomena, yet its computation is often time-consuming. This module presents an efficient method using physics-informed neural networks (PINNs) to rapidly solve arbitrary 2D Poisson problems.
☆34Jun 27, 2023Updated 3 years ago
Alternatives and similar repositories for fast-poisson-solver
Users that are interested in fast-poisson-solver are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks☆21Jun 11, 2022Updated 4 years ago
- Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.☆15May 1, 2025Updated last year
- Two solutions, written in MATLAB, for solving the viscous Burger's equation. They are both spectral methods: the first is a Fourier Galer…☆15Jul 14, 2017Updated 9 years ago
- A lightweight & optimised fast Poisson solver for execution on both CPU & GPU.☆15Dec 19, 2025Updated 7 months ago
- Multiphase flow codes developed in various stages at UC Irvine and UDel (includes DNS, LBM and LES solvers)☆12Feb 11, 2019Updated 7 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.
- 📈 poissonpy is a Python Poisson Equation library for scientific computing, image and video processing, and computer graphics.☆24May 28, 2022Updated 4 years ago
- ☆11Jan 7, 2025Updated last year
- Massively-parallelised Navier-Stokes solver with an immersed boundary method for moving bodies☆15Feb 3, 2025Updated last year
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆12Sep 21, 2024Updated last year
- Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.☆78Nov 28, 2024Updated last year
- EGU26 SC2.5 Materials☆15Jun 29, 2026Updated last month
- 3D inversion code for quasi-geostrophic omega equation☆19Jun 23, 2020Updated 6 years ago
- ☆17Jun 20, 2022Updated 4 years ago
- Video tutorial on YouTube (https://youtu.be/9DkhHDEu1zU) to write a Computational Fluid Dynamics (CFD) solver from scratch using Python, …☆19Nov 11, 2021Updated 4 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.
- (In progress: see roadmap) Gaussian process implicit surface generation from manipulator contact measurements, for object modeling☆19Jan 13, 2021Updated 5 years ago
- ☆28Dec 21, 2023Updated 2 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆23Jul 30, 2026Updated 2 weeks ago
- A Jupyter Notebook implementation of Physics-informed neural network to solve solid mechanics problem.☆26May 11, 2023Updated 3 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆12Jan 15, 2026Updated 7 months ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 5 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆27Oct 11, 2019Updated 6 years ago
- Solving various PDEs by employing Siren, with JAX implementation.☆10Apr 13, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Fusion of multi-source precipitation records via coordinate-based generative models☆19Feb 10, 2026Updated 6 months ago
- 高精度有限差分-化学反应CFD☆11Dec 20, 2024Updated last year
- Implementing physics informed neural networks (PINN) in PyTorch to solve turbulent flows using the Navier-Stokes equations☆29May 17, 2024Updated 2 years ago
- ☆31Jan 7, 2026Updated 7 months ago
- ☆13Apr 7, 2022Updated 4 years ago
- unifloc on python☆15Nov 14, 2020Updated 5 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- Tools for generating cubed sphere grids and solving partial differential equations on the sphere.☆15Jan 20, 2026Updated 6 months ago
- ☆28Mar 30, 2024Updated 2 years ago
- 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.
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- Applied symbolic regression with deep reinforcement learning to improve model interpretability and refine correlations in gas-solid flow …☆13Nov 19, 2024Updated last year
- Hidden Fluid Mechanics in PyTorch☆21Nov 6, 2023Updated 2 years ago
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆14Oct 18, 2019Updated 6 years ago
- ☆12May 3, 2023Updated 3 years ago
- Deep Learning - Predicting using Neural Ordinary Differential Equations - torchdiffeq.☆15Nov 18, 2020Updated 5 years ago
- Presentation for Meeting C++ 2022☆10Nov 20, 2022Updated 3 years ago