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.
☆33Jun 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:
- Massively-parallelised Navier-Stokes solver with an immersed boundary method for moving bodies☆14Feb 3, 2025Updated last year
- Multiphase flow codes developed in various stages at UC Irvine and UDel (includes DNS, LBM and LES solvers)☆12Feb 11, 2019Updated 7 years ago
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆22Apr 11, 2025Updated last year
- ☆11Jan 7, 2025Updated last year
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆12Sep 21, 2024Updated last year
- 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.
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- Particle-Resolved Uncontaminated-fluid Immersed Boundary Method in 3D Pseudo-Spectral Implementation☆17Jun 12, 2015Updated 11 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆11Jan 15, 2026Updated 5 months ago
- Implementing physics informed neural networks (PINN) in PyTorch to solve turbulent flows using the Navier-Stokes equations☆28May 17, 2024Updated 2 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆28Oct 11, 2019Updated 6 years ago
- Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.☆77Nov 28, 2024Updated last year
- 📈 poissonpy is a Python Poisson Equation library for scientific computing, image and video processing, and computer graphics.☆24May 28, 2022Updated 4 years ago
- Immersed boundary fractional step method written in FORTRAN 90☆17Aug 14, 2012Updated 13 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
- 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.
- Simple codes to illustrate the typical numerical solution of conservation law equation.☆11Oct 1, 2023Updated 2 years ago
- 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
- 高精度有限差分-化学反应CFD☆11Dec 20, 2024Updated last year
- Hidden Fluid Mechanics in PyTorch☆22Nov 6, 2023Updated 2 years ago
- ☆12Jul 22, 2022Updated 3 years ago
- Tools for generating cubed sphere grids and solving partial differential equations on the sphere.☆15Jan 20, 2026Updated 5 months ago
- Python toolkit for estimating directional wave spectra of ocean waves based on wavelet transform☆17Jun 26, 2026Updated last week
- simple MPI version Discrete Element Method solver☆10Nov 23, 2024Updated last year
- A parallel, adaptive mesh refinement (AMR) code that solves the variable-density incompressible Navier-Stokes equations.☆12Oct 23, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- A lightweight & optimised fast Poisson solver for execution on both CPU & GPU.☆15Dec 19, 2025Updated 6 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆33Dec 5, 2024Updated last year
- Julia based laboratory for PIC algorithm development☆11Dec 5, 2025Updated 7 months ago
- Memory-friendly parallel Python scripts to manipulate netCDF files.☆11Dec 3, 2020Updated 5 years ago
- ☆26Jul 10, 2025Updated 11 months ago
- Common operations on SI units☆12Oct 21, 2023Updated 2 years ago
- Particle In Cell code in Julia☆13Oct 14, 2025Updated 8 months ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A collection of tools for pre-processing, simulating, and post-processing vascular fluid-structure-interaction problems☆15Mar 9, 2026Updated 3 months ago
- ☆33Jan 19, 2026Updated 5 months ago
- 微分方程数值解课件☆22Mar 26, 2021Updated 5 years ago
- ☆16Jan 8, 2022Updated 4 years ago
- 高精度有限差分CFD☆23Dec 13, 2024Updated last year
- Effective CNN based capacitance models for parasitic extraction (ICCAD'21, TODAES 2023)☆13Apr 9, 2026Updated 3 months ago
- implementation of SIGGRAPH 2020 paper 'A class of C2 interpolating Splines - cem yuksel'☆18Nov 4, 2023Updated 2 years ago