A flexible framework for solving PDEs with modern spectral methods.
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Updated
May 10, 2024 - Python
A flexible framework for solving PDEs with modern spectral methods.
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Fluid dynamics component of Chemical Engineering Design Library (ChEDL)
Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume…
Differentiable Fluid Dynamics Package
Physics-informed neural network for solving fluid dynamics problems
Python model solving the shallow water equations (linear momentum, nonlinear continuity)
A Differentiable Reacting Flow Simulation Package in PyTorch
Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields
A minimal Stable Fluids inspired fluid solver with Python and NumPy.
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
2D incompressible fluid solver implemented in Taichi.
A Particle Image Velocimetry (PIV) code in Python and Matlab
CFD codes written based on examples in various books like Patnakar, Versteeg etc
NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation. This project is a Python interface to NeqSim.
Python implementation of Typhoon algorithm: dense estimation of 2D-3D optical flow on wavelet bases.
A versatile Python-Fortran CFD code that solves a large class of 2D flows
A large-scale benchmark for machine learning methods in fluid dynamics
Pythonic spectral proper orthogonal decomposition
CFD Python, a.k.a. the 12 steps to Navier-Stokes taught by Prof. Lorena Barba
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