Popular GitHub Repositories for Turbulence

Differentiable Fluid Dynamics Package

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

Multi-fidelity Generative Deep Learning Turbulent Flows

Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024

CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms

A high performance data-driven and differentiable SPH fluid solver

This repo is going to be supported during my time in the Plasma research group.

Preliminary work to GPU-port Evolutional DNNs, an approximate Neural Network-based solution to the Navier-Stokes equations