saiguruprasad / Computational-Fluid-MechanicsLinks
Codes for various problems solved using Finite Difference Method and Finite Volume Method.
☆13Updated 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:
- CFD-DeepLearning-UNET☆14Updated 4 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆10Updated 4 years ago
- 这是一个基于 Python 有限元理论,算法与应用的仓库☆13Updated 5 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆18Updated last year
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆11Updated 4 years ago
- Reynolds stress turbulence closure models beyond the Boussinesq approximation☆11Updated 3 weeks ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆17Updated 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…☆24Updated last month
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆16Updated 3 years ago
- ☆39Updated 3 years ago
- FEM enhanced neural network☆15Updated 2 years ago
- Implementations and continuation of some standard computational fluid dynamics problems using the finite volume method☆10Updated 4 months ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆14Updated last month
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 4 months ago
- Using PyTorch within OpenFOAM☆12Updated last year
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆75Updated last year
- Python tools for non-intrusive reduced order modeling☆19Updated 3 months 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
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆26Updated 5 years ago
- CNN model to predict the lift-drag ratio of airfoil☆15Updated 4 years ago
- ☆27Updated last year
- Burgers equation solved by PINN in PyTorch☆24Updated 3 years ago
- Physics-informed neural networks for two-phase flow problems☆63Updated 2 months ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆11Updated 2 years ago
- # XFEM_Fracture2D ### Description This is a Matlab program that can be used to solve fracture problems involving arbitrary multiple cr…☆52Updated 3 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆11Updated 2 weeks ago
- ☆19Updated 8 months ago
- A fluid simulator using Lattice-Boltzmann Method with simple and convenient GUI for educational purpose. 一个拥有漂亮易用的GUI的、使用格子玻尔兹曼法的、教育用途的流体…☆26Updated last month