jsappl / DeepPreconditioning
Design preconditioners with a CNN to accelerate the conjugate gradient method.
☆26Updated last month
Alternatives and similar repositories for DeepPreconditioning:
Users that are interested in DeepPreconditioning are comparing it to the libraries listed below
- In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SI…☆16Updated 4 years ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆30Updated last year
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- flux reconstruction method for advection-diffusion type physics☆23Updated 4 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆36Updated 2 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated last year
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆57Updated 8 months ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆22Updated 3 months ago
- ☆41Updated 2 years ago
- Adjoint capable unsteady compressible fluid dynamics simulation tool for CPUs and GPUs☆16Updated 6 years ago
- ☆26Updated 9 months ago
- The fast Finite Volume simulator with UQ support.☆26Updated 2 months ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆40Updated 3 years ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆18Updated 5 years ago
- The open-source CFD code called BROADCAST discretises the compressible Navier-Stokes equations and then extracts the linearised N-derivat…☆19Updated last year
- This repository contains the codes for DNS of channel flow.☆9Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- 1D RANS model simulation at fully developed turbulent channel flow.☆17Updated 8 years ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆57Updated 5 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- preCICE-adapter for the open source computing platform FEniCS☆31Updated 3 weeks ago
- ITHACA-SEM - In real Time Highly Advanced Computational Applications for Spectral Element Methods☆20Updated 2 years ago
- Compute the motion of droplets and particles in Stokes flows in axisymmetric domains using the Boundary Element Method (BEM) or the Spect…☆13Updated 6 years ago
- A Glyph script for generating NACA 4-series airfoil geometries and boundary layer meshes.☆25Updated 3 years ago
- Codes for the paper "Acoustic scattering by cascades with complex boundary conditions: compliance, porosity and impedance"☆10Updated 4 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆28Updated last year