☆30Oct 17, 2022Updated 3 years ago
Alternatives and similar repositories for CFD_Machine_Learning
Users that are interested in CFD_Machine_Learning are comparing it to the libraries listed below
Sorting:
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Nov 7, 2019Updated 6 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆19Jan 10, 2023Updated 3 years ago
- Statistical Shape Modeling☆24Nov 26, 2025Updated 3 months ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Jan 12, 2025Updated last year
- A collection of tools for pre-processing, simulating, and post-processing vascular morphologies.☆18Mar 25, 2025Updated 11 months ago
- machine learning-accelerated computational fluid dynamics☆20Jan 12, 2022Updated 4 years ago
- Code and data in support of publication on Cardiac PINN☆23Apr 24, 2021Updated 4 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆40May 12, 2022Updated 3 years ago
- Course slides☆12Jan 14, 2025Updated last year
- Programming with OpenFOAM is explained with a follow-along approach.☆11Oct 14, 2021Updated 4 years ago
- ☆45May 18, 2022Updated 3 years ago
- Hybrid finite-volume solver based on the lattice-Boltzmann & discrete-velocity methods for the Couette problem☆11Oct 3, 2019Updated 6 years ago
- Simple programs used with the SimVascular application suite.☆12Oct 6, 2022Updated 3 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆10Jan 15, 2026Updated last month
- Repo for code associated with Modeling the Mitral Valve.☆13Oct 13, 2025Updated 4 months ago
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆13May 27, 2025Updated 9 months ago
- ☆15Mar 20, 2025Updated 11 months ago
- Curated list for ML in FM☆237Sep 6, 2025Updated 5 months ago
- A collection of CFD papers related to fire-driven flows.☆16Sep 26, 2025Updated 5 months ago
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆17Aug 4, 2024Updated last year
- ☆14Jun 25, 2024Updated last year
- Lecture material for machine learning applied to computational fluid mechanics☆434Dec 16, 2025Updated 2 months ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆58May 16, 2024Updated last year
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆14Aug 24, 2024Updated last year
- ☆15Jul 14, 2021Updated 4 years ago
- CFD-DeepLearning-UNET☆19May 14, 2021Updated 4 years ago
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆13Mar 31, 2025Updated 11 months ago
- A library for coronary artery reconstruction from angriography, OCT + angiography, (specifically for CFD usage) statistical shape modelli…☆17Mar 10, 2025Updated 11 months ago
- This repository is a beginner-friendly introduction to Computational Fluid Dynamics (CFD) for those interested in developing their own CF…☆18Jun 28, 2023Updated 2 years ago
- This project is about investigating the capabilities of GAN to translate spinal CT to MRI scans and vice versa.☆17Oct 18, 2019Updated 6 years ago
- Code used for my PhD thesis, "Topology optimization and lattice Boltzmann methods"☆18Aug 21, 2020Updated 5 years ago
- UDF for droplet detection and localisation of phase areas in Multiphase VoF (Volume of Fluid) ANSYS Fluent cases.☆16Jan 17, 2020Updated 6 years ago
- 高精度多块网格有限体积CFD☆21Sep 18, 2023Updated 2 years ago
- 透過 3D Unet 將心臟的冠狀動脈(包含 左冠狀動脈、有冠狀動脈、左迴旋支、左前降支、右後降支等) 分割出來,其他的後續應用及其研究是秘密歐。 Dataset 來自聯新醫院,並自己 Label 製作而成。☆37Sep 26, 2021Updated 4 years ago
- Pre-processing and post-processing for biomedical image analysis☆18Dec 11, 2024Updated last year
- ☆16Jul 20, 2021Updated 4 years ago
- Python code for processing 4D flow dicoms and write velocity profiles for CFD simulations.☆25Jun 13, 2024Updated last year
- Automating Model Generation For Image-Based Cardiac Flow Simulation☆14May 29, 2025Updated 8 months ago