jsappl / DeepPreconditioningLinks
Design preconditioners with a CNN to accelerate the conjugate gradient method.
☆26Updated last week
Alternatives and similar repositories for DeepPreconditioning
Users that are interested in DeepPreconditioning are comparing it to the libraries listed below
Sorting:
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆32Updated 2 years ago
- 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
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).☆40Updated 7 years ago
- This repository contains the codes for DNS of channel flow.☆9Updated 3 years ago
- Adjoint capable unsteady compressible fluid dynamics simulation tool for CPUs and GPUs☆16Updated 6 years ago
- Reproduce the experiment result in paper “High‐Speed PIV of shock boundary layer interactions in the transonic buffet flow of a compresso…☆12Updated 2 years ago
- 1D RANS model simulation at fully developed turbulent channel flow.☆17Updated 8 years ago
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆60Updated 10 months ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆13Updated 3 years ago
- This directory contains the Lecture files and Project codes in both Julia and Matlab for a course based on the Springer textbook "An Intr…☆68Updated 4 months ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆28Updated last year
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆13Updated 10 months ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- The open-source CFD code called BROADCAST discretises the compressible Navier-Stokes equations and then extracts the linearised N-derivat…☆20Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆32Updated 3 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆110Updated 4 months ago
- Spectral methods in matlab☆11Updated 3 months ago
- Codes for the paper "Acoustic scattering by cascades with complex boundary conditions: compliance, porosity and impedance"☆10Updated 5 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated 9 months ago
- Runge-Kutta based symmetry-preserving solver for OpenFOAM☆25Updated 3 months ago
- A parallel lattice Boltzmann-immersed boundary-finite element (LIFE) solver for fluid-structure interaction.☆45Updated 3 years ago
- Matlab code for the spectral analysis of homogenous isotropic turbulence☆53Updated 13 years ago
- ☆24Updated 7 years ago
- preCICE-adapter for the open source computing platform FEniCS☆33Updated 3 months ago
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆24Updated 6 months ago