jsappl / DeepPreconditioning
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☆31Updated last year
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆58Updated 8 months 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
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated last month
- machine learning-accelerated computational fluid dynamics☆18Updated 3 years ago
- Spectral methods in matlab☆11Updated last month
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆19Updated 2 weeks ago
- A Matlab implementation of boundary element method (BEM) and method of fundamental solutions (MFS) for simulation of Stokes flow based on…☆13Updated 8 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated 7 months ago
- Spectral Methods in Python☆56Updated last week
- ☆41Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- ☆20Updated 3 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆13Updated 3 years ago
- Adjoint capable unsteady compressible fluid dynamics simulation tool for CPUs and GPUs☆16Updated 6 years ago
- ☆26Updated 10 months ago
- This repository contains the codes for DNS of channel flow.☆9Updated 3 years ago
- ☆14Updated 3 years ago
- Companion code for Data-Driven Resolvent Analysis☆19Updated 3 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- A high-performance code for direct numerical simulations of turbulent Taylor-Couette flow☆28Updated 5 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆32Updated 2 years ago
- A Python library for training neural ODEs.☆21Updated 3 months ago
- A parallel lattice Boltzmann-immersed boundary-finite element (LIFE) solver for fluid-structure interaction.☆44Updated 3 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago