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 11 months ago
- Sparse, differentiable numerics for PyTorch☆20Apr 29, 2026Updated 5 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆17May 21, 2020Updated 6 years ago
- Official Implement for Paper "Neural Krylov Iteration for Accelerating Linear System Solving"☆16May 6, 2025Updated last year
- ☆16Jul 18, 2019Updated 7 years ago
- 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).☆40Oct 24, 2025Updated 11 months ago
- Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf☆19May 3, 2025Updated last year
- Code for the article "Accelerated Forward-Backward Optimization using Deep Learning"☆12Sep 15, 2021Updated 5 years ago
- ☆49Dec 7, 2022Updated 3 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.
- Simple codes to illustrate the typical numerical solution of conservation law equation.☆11Oct 1, 2023Updated 3 years ago
- ☆19May 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…☆29Sep 30, 2026Updated 2 weeks ago
- Fourier_neural_operator☆18Jan 27, 2023Updated 3 years ago
- Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"☆29Sep 7, 2026Updated last month
- Learning Green's functions of partial differential equations with deep learning.☆76Jan 8, 2024Updated 2 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 10 months ago
- ☆10Apr 13, 2024Updated 2 years ago
- The official implementation repository of the paper "StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operatio…☆19Feb 5, 2026Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Dec 26, 2024Updated last year
- CUHKSZ LaTeX Report Template☆20Jan 4, 2025Updated last year
- Codebase for the Poisson CNN paper☆12Jun 30, 2022Updated 4 years ago
- virtual element method for space-time dynamic analysis☆15Mar 18, 2025Updated last year
- CTF workshop deep learning tutorial and hackathon☆13Feb 16, 2023Updated 3 years ago
- ☆11Aug 25, 2023Updated 3 years ago
- Official repository for Physics Informed Token Transformer (PITT)☆24Feb 24, 2024Updated 2 years ago
- IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs☆14Oct 23, 2025Updated 11 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆43Oct 17, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 用于制作学习 GRE 单词的 Anki 卡组☆20Sep 18, 2019Updated 7 years ago
- ☆11Nov 13, 2023Updated 2 years ago
- Here shows my animation demos for Taichi☆19Aug 5, 2020Updated 6 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆48Jan 31, 2024Updated 2 years ago
- 微分方程数值解作业☆12Jan 15, 2023Updated 3 years ago
- Slender-body hydrodynamics☆16Oct 9, 2026Updated last week
- Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing☆18Apr 17, 2018Updated 8 years ago