saiguruprasad / Computational-Fluid-MechanicsLinks
Codes for various problems solved using Finite Difference Method and Finite Volume Method.
☆12Updated 9 years ago
Alternatives and similar repositories for Computational-Fluid-Mechanics
Users that are interested in Computational-Fluid-Mechanics are comparing it to the libraries listed below
Sorting:
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆10Updated last year
- CFD-DeepLearning-UNET☆17Updated 4 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆10Updated 5 years ago
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆14Updated 6 years ago
- Reynolds stress turbulence closure models beyond the Boussinesq approximation☆13Updated 5 months ago
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆11Updated 4 years ago
- Using PyTorch within OpenFOAM☆13Updated last year
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆18Updated 3 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆29Updated 2 years ago
- Open-source, Finite element method, Finite-volume method, Multi-physics modeling, Multi-phase modeling, Uncertainty quantification (UQ), …☆12Updated 4 years ago
- Implementations and continuation of some standard computational fluid dynamics problems using the finite volume method☆11Updated last month
- 计算流体力学笔记及资料☆33Updated last year
- ☆44Updated 3 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…☆27Updated 5 months ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆12Updated 5 months ago
- CNN model to predict the lift-drag ratio of airfoil☆18Updated 4 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆20Updated 3 years ago
- ☆20Updated 2 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated 2 weeks ago
- Course slides☆12Updated 10 months ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Updated this week
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆13Updated 6 months ago
- Python tools for non-intrusive reduced order modeling☆20Updated 7 months ago
- ☆61Updated 10 months ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆29Updated 2 years ago
- OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale porous media.☆109Updated 4 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆15Updated 3 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆32Updated last year
- This repository is a beginner-friendly introduction to Computational Fluid Dynamics (CFD) for those interested in developing their own CF…☆17Updated 2 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago