Learned incomplete factorization preconditioners using graph neural networks
☆26Jan 13, 2025Updated last year
Alternatives and similar repositories for neural-incomplete-factorization
Users that are interested in neural-incomplete-factorization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package GNP (graph neural preconditioners)☆27Feb 4, 2025Updated last year
- Official implementation of "Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs" (NeurIPS 2025)☆19Nov 3, 2025Updated 10 months ago
- Sparse, differentiable numerics for PyTorch☆20Apr 29, 2026Updated 4 months ago
- Design preconditioners with a CNN to accelerate the conjugate gradient method.☆30Jul 2, 2025Updated last year
- See if we can't do some real-time learning for GMRES -- Rejoice!☆13Jun 19, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Jul 18, 2019Updated 7 years ago
- Official Implement for Paper "Neural Krylov Iteration for Accelerating Linear System Solving"☆16May 6, 2025Updated last year
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Apr 17, 2022Updated 4 years ago
- I have created this repository to share my code for 2D numerical solving of Navier stokes equations (incompressible flow); although it w…☆63Oct 26, 2019Updated 6 years ago
- This is the code of DiffILO, an unsupervised learning approach for predicting solutions to Integer Linear Programs (ILPs).☆39Oct 24, 2025Updated 11 months ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆19May 3, 2025Updated last year
- ☆49Dec 7, 2022Updated 3 years ago
- Code for the article "Accelerated Forward-Backward Optimization using Deep Learning"☆12Sep 15, 2021Updated 5 years ago
- Simple codes to illustrate the typical numerical solution of conservation law equation.☆11Oct 1, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code of paper "A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images"☆11Nov 26, 2021Updated 4 years ago
- ☆18May 6, 2025Updated last year
- Folax (Finite Operator Learning with JAX) is a framework for solving and optimizing PDEs by integrating machine learning with numerical m…☆25Aug 19, 2026Updated last month
- Fourier_neural_operator☆18Jan 27, 2023Updated 3 years ago
- A python implementation of the Fast Stokesian Dynamics methods (A. Fiore, J. Swan, 2019) which leverage the library JAX to just-in-time c…☆11Dec 7, 2025Updated 9 months ago
- ☆10Apr 13, 2024Updated 2 years ago
- ☆19Dec 26, 2024Updated last year
- virtual element method for space-time dynamic analysis☆15Mar 18, 2025Updated last year
- C++17 implementation of "Local Bases for Model-reduced Smoke Simulations" [Mercier 2020] in 2D with dynamic obstacles.☆10Mar 22, 2020Updated 6 years 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.
- CUHKSZ LaTeX Report Template☆20Jan 4, 2025Updated last year
- Codebase for the Poisson CNN paper☆12Jun 30, 2022Updated 4 years ago
- Lecture "A computational introduction to stochastic differential equations".☆37Mar 13, 2026Updated 6 months ago
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 years ago
- ☆11Aug 25, 2023Updated 3 years ago
- A First-Order LP Solver Accelerated on Multiple GPUs☆20Aug 6, 2026Updated last month
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆41Oct 17, 2024Updated last year
- Official repository for Physics Informed Token Transformer (PITT)☆24Feb 24, 2024Updated 2 years ago
- 用于制作学习 GRE 单词的 Anki 卡组☆20Sep 18, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code of ICML paper arxiv.org/abs/2302.08105☆14May 4, 2023Updated 3 years ago
- ☆11Nov 13, 2023Updated 2 years ago
- Here shows my animation demos for Taichi☆19Aug 5, 2020Updated 6 years ago
- 微分方程数值解作业☆12Jan 15, 2023Updated 3 years ago
- Slender-body hydrodynamics☆16Sep 14, 2026Updated last week
- Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation☆13Jan 24, 2024Updated 2 years ago
- Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing☆18Apr 17, 2018Updated 8 years ago