☆28Oct 31, 2023Updated 2 years ago
Alternatives and similar repositories for amgnet
Users that are interested in amgnet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)☆53Jan 24, 2024Updated 2 years ago
- machine learning-accelerated computational fluid dynamics☆20Jan 12, 2022Updated 4 years ago
- ☆12Nov 5, 2022Updated 3 years ago
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 3 years ago
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆25Jan 9, 2025Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆30Jan 20, 2025Updated last year
- this repository mainly descript how use vision transfrmer encode airfoil to latent code☆24Jan 18, 2025Updated last year
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆29Sep 6, 2021Updated 4 years ago
- Open-source, Finite element method, Finite-volume method, Multi-physics modeling, Multi-phase modeling, Uncertainty quantification (UQ), …☆13Mar 15, 2021Updated 5 years ago
- ☆12Dec 13, 2024Updated last year
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆40Jul 12, 2023Updated 2 years ago
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆28Jun 2, 2025Updated 9 months ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Aug 1, 2021Updated 4 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆29Jan 30, 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 and start building anything your business needs.
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- Mixed (structured/unstructured) 3D mesh generator based on curved cuboid elements (primitives)☆22Mar 2, 2026Updated 3 weeks ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆15Aug 24, 2024Updated last year
- ☆14Feb 16, 2026Updated last month
- Deep learning for hydraulic modeling☆13May 27, 2023Updated 2 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆266Oct 25, 2025Updated 5 months ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 9 months ago
- ☆25Dec 21, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Mathematical interdisciplinary toolbox for helping engineers, researchers and scientist☆20Mar 6, 2025Updated last year
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Nov 9, 2024Updated last year
- C++ implementation of the finite volume method with flux-limiting to solve 2-D compressible Euler Equations (Liska, 2003)☆13Apr 20, 2021Updated 4 years ago
- ☆130Mar 28, 2023Updated 3 years ago
- ☆16Apr 25, 2020Updated 5 years ago
- Differentiable Physics-informed Graph Networks☆67Feb 20, 2020Updated 6 years ago
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years ago
- Repository for Sharing the Code Sets for "Topology Optimization with Advanced CNN using Mapped Physics-based Data."☆11Jan 6, 2023Updated 3 years ago
- Differential equation neural operator☆22Sep 4, 2023Updated 2 years ago
- 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.
- cgnsUtilities is a collection of functions for working with CGNS grids.☆11Mar 11, 2026Updated 2 weeks ago
- The MegaFlow2D dataset package☆24Sep 21, 2023Updated 2 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆24May 9, 2021Updated 4 years ago
- ☆59Jul 10, 2023Updated 2 years ago
- Turbulent flow network source code☆72Mar 14, 2025Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆68Jun 10, 2024Updated last year
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆14Oct 18, 2019Updated 6 years ago