PDEBench: An Extensive Benchmark for Scientific Machine Learning

A flexible framework for solving PDEs with modern spectral methods.

Differentiable Fluid Dynamics Package

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

Fluid dynamics component of Chemical Engineering Design Library (ChEDL)

Physics-informed neural network for solving fluid dynamics problems

A large-scale benchmark for machine learning methods in fluid dynamics

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…

A minimal Stable Fluids inspired fluid solver with Python and NumPy.

Python model solving the shallow water equations (linear momentum, nonlinear continuity)

2D incompressible fluid solver implemented in Taichi.

NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simulation. This project is a Python interface to NeqSim.

A dynamic GUI-based program for OpenFOAM

Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."

Official implementation of Score-based Data Assimilation

Official implementation of Diffusion Graph Networks (DGNs)

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

🌊 Framework for studying fluid dynamics with numerical simulations using Python (publish-only mirror). The main repo is hosted on https://foss.heptapod.net (Gitlab fork supporting Mercurial).

A versatile Python-Fortran CFD code that solves a large class of 2D flows

A Differentiable Reacting Flow Simulation Package in PyTorch