Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)
☆46Apr 23, 2026Updated 2 months ago
Alternatives and similar repositories for PointNetCFD
Users that are interested in PointNetCFD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Papers and codes of Physics-informed Deep Compositional Operator Network☆13Oct 31, 2025Updated 8 months ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆16Aug 24, 2024Updated last year
- ☆11Jan 7, 2025Updated last year
- CFD-DeepLearning-UNET☆19May 14, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python code for processing 4D flow dicoms and write velocity profiles for CFD simulations.☆26Jun 13, 2024Updated 2 years ago
- ☆17Dec 31, 2023Updated 2 years ago
- Using Kolmogorov Arnold Networks (KANs) instead of MLPs in PointNet for Classification and Segmentation of 3D Point Sets☆15Apr 23, 2026Updated 2 months ago
- Array Based Half-Facet (AHF) Mesh Data Structure (for simplex meshes)☆10Aug 29, 2020Updated 5 years ago
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆13Apr 11, 2024Updated 2 years ago
- ☆59Mar 26, 2025Updated last year
- Codes for paper "Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning", published on AIAA Aviation F…☆23Dec 5, 2023Updated 2 years ago
- Parametrization of the geometry of a turbine blade given the 11 parameters as explained in: L.J. Pritchard: An eleven parameter axial tur…☆30Dec 31, 2020Updated 5 years ago
- Code for the Master's thesis: "Evaluation and improvements to Mesh Graph Nets for Computational Fluid Dynamics Simulations" which is buil…☆25Jun 6, 2024Updated 2 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.
- Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia☆53Jun 13, 2021Updated 5 years ago
- machine learning-accelerated computational fluid dynamics☆21Jan 12, 2022Updated 4 years ago
- Component wrapper for MSC Nastran☆15Jul 25, 2014Updated 11 years ago
- NPB-Rust: NAS Parallel Benchmarks in Rust☆30Sep 22, 2025Updated 9 months ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- CubeK: high-performance multi-platform kernels in CubeCL☆101Updated this week
- Scientific colormaps for ANSYS CFD Post software☆20Mar 17, 2020Updated 6 years ago
- Repository for all Matlab/Python code for the Navier-Stokes Resolvent analysis☆45Apr 3, 2014Updated 12 years ago
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆98Aug 17, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆39Jul 9, 2025Updated 11 months ago
- Implementation of the harmonic balance method in MATLAB☆20May 6, 2025Updated last year
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆30Sep 6, 2021Updated 4 years ago
- Coding numerical methods using ChatGPT: successes, failures, and challenges☆20Jul 14, 2023Updated 2 years ago
- Lamellar is an asynchronous tasking runtime for HPC systems developed in RUST☆25Jun 13, 2026Updated 2 weeks ago
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆46Dec 5, 2024Updated last year
- A small python tool for visualizing the preCICE xml configuration☆11Jul 1, 2025Updated last year
- DFSR is a synthetic inflow turbulence generation method tailored to computational wind engineering applications.☆23Nov 2, 2023Updated 2 years ago
- Curated list for ML in FM☆245May 17, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆30Jul 25, 2024Updated last year
- ☆29Mar 7, 2025Updated last year
- ABLATE is a UB CHREST project focused on leveraging advances in both exascale computing and machine learning to better understand the tur…☆12May 7, 2025Updated last year
- ☆133Mar 28, 2023Updated 3 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆347Nov 15, 2022Updated 3 years ago
- Open-source turbofan architecting benchmark problem☆16Feb 12, 2026Updated 4 months ago
- Repository containing case files from my tutorial videos☆12Apr 24, 2022Updated 4 years ago