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 2 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☆13Feb 3, 2025Updated last year
- Multiphase flow codes developed in various stages at UC Irvine and UDel (includes DNS, LBM and LES solvers)☆11Feb 11, 2019Updated 7 years ago
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆21Apr 11, 2025Updated last year
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆12Sep 21, 2024Updated last year
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆10Jan 15, 2026Updated 3 months 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.
- Implementing physics informed neural networks (PINN) in PyTorch to solve turbulent flows using the Navier-Stokes equations☆27May 17, 2024Updated last year
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆27Oct 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.☆23May 28, 2022Updated 3 years ago
- FFT-accelerated inductance extractor for voxelized structures☆18Jan 2, 2020Updated 6 years ago
- Immersed boundary fractional step method written in FORTRAN 90☆16Aug 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
- Description and analysis of some mathematical/physics phenomena by using simulation☆19Apr 21, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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 5 years ago
- Simple codes to illustrate the typical numerical solution of conservation law equation.☆10Oct 1, 2023Updated 2 years ago
- 高精度有限差分-化学反应CFD☆11Dec 20, 2024Updated last year
- Python library for the simulation of probabilistic circuits.☆13Feb 1, 2026Updated 2 months ago
- Tools for generating cubed sphere grids and solving partial differential equations on the sphere.☆15Jan 20, 2026Updated 2 months ago
- 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 5 months 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
- ☆26Jul 7, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A lightweight & optimised fast Poisson solver for execution on both CPU & GPU.☆14Dec 19, 2025Updated 4 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆31Dec 5, 2024Updated last year
- Julia based laboratory for PIC algorithm development☆11Dec 5, 2025Updated 4 months ago
- A MATLAB program for simulating film growth using Kinetic Monte Carlo.☆15Mar 10, 2021Updated 5 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆34Mar 16, 2026Updated last month
- ☆26Jul 10, 2025Updated 9 months ago
- Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- param…☆24Aug 2, 2021Updated 4 years ago
- ☆17Apr 20, 2023Updated 2 years ago
- Particle In Cell code in Julia☆13Oct 14, 2025Updated 6 months 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.
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- A collection of tools for pre-processing, simulating, and post-processing vascular fluid-structure-interaction problems☆15Mar 9, 2026Updated last month
- ☆31Jan 19, 2026Updated 3 months ago
- 微分方程数值解课件☆22Mar 26, 2021Updated 5 years ago
- ☆15Jan 8, 2022Updated 4 years ago
- 高精度有限差分CFD☆22Dec 13, 2024Updated last year
- Effective CNN based capacitance models for parasitic extraction (ICCAD'21, TODAES 2023)☆11Apr 9, 2026Updated last week