matthiasnwt / fast-poisson-solver
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.
☆23Updated last year
Alternatives and similar repositories for fast-poisson-solver
Users that are interested in fast-poisson-solver are comparing it to the libraries listed below
Sorting:
- Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.☆69Updated 5 months ago
- Conjugate Gradient related code for "Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers"☆24Updated 4 years ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆28Updated 2 months ago
- This repository is for the paper: Computation of two-dimensional Stokes flows via lightning and AAA rational approximation. These MATLAB …☆14Updated last year
- ODIL (Optimizing a Discrete Loss) is a Python framework for solving inverse and data assimilation problems for partial differential equat…☆104Updated 3 weeks ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- multiphenics - easy prototyping of multiphysics problems in FEniCS☆46Updated last year
- The algorithmic differentation tool pyadjoint and add-ons.☆96Updated last week
- Expreriments with Nitsche method of setting boundary conditions in FEniCS☆22Updated 10 years ago
- Poisson equation solver with finite difference method and multigrid☆61Updated 7 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆26Updated 2 years ago
- DeepGreen network written in Tensorflow 2☆29Updated 3 years ago
- Modeling solids with the material point method.☆9Updated 4 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- ☆30Updated 2 years ago
- Solve Poisson equation on arbitrary 2D domain using the finite element method.☆26Updated 10 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- FEniCSx-based cardiovascular multi-physics solver☆41Updated last week
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆63Updated 4 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- ☆16Updated 3 months ago
- computational adjoint-based shape optimization and optimal control software for python☆57Updated this week
- multiphenicsx - easy prototyping of multiphysics problems in FEniCSx☆55Updated last month
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆22Updated 6 months ago
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆58Updated 8 months ago
- A single file VOF fluid solver implementation in Taichi.☆37Updated last year
- A kernel-independent fast multipole method library with Python interface.☆62Updated 3 years ago
- ☆38Updated last year
- ☆26Updated 10 months ago
- Python script solving the Burgers' equation (équation de Burgers) 1D by using FFT pseudo-spectral method.☆26Updated 3 years ago