jiangpeng0038

ofw2022_dmd_training

Material for the OpenFOAM workshop 2022

flexi

FLEXI: A high order discontinuous Galerkin framework for hyperbolic–parabolic conservation laws

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

TurbuStat

Statistics of Turbulence Python Package

dynamicSmagorinsky

Implementation of the dynamic Smagorinsky model as proposed by Lilly (1992) for OpenFOAM

turbulenceModelling

Supplementary Notes for Turbulence Modelling in YouTube Channel

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

OFMLHackathon

OpenFOAM and Machine Learning Hackathon

MARL_LES

Repository for data and scripts of "Automating Turbulence Modeling by Multi-Agent Reinforcement Learning"

fluidfoam

OpenFoam postprocessing python tool

LCStool

LCS Tool is a computational engine for analyzing fluid flows by extracting their most influential material surfaces, Lagrangian Coherent Structures.

LCS-Tool

Computational engine for variational Lagrangian coherent structures

smarties

Lightweight and scalable framework for Reinforcement Learning

SciMARL_WMLES

Applied-Deep-Learning

Applied Deep Learning Course

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

googletest

GoogleTest - Google Testing and Mocking Framework

lesgo

The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University

Wall-Models-for-LES

This repository contains MATLAB implementations of the following wall models (WM) for incompressible LES solvers: 1) ODE equilibrium WM (traditional finite volume implementation), 2) ODE equilibrium WM (new spectral implementation), 3) Integral WM. For ODE equilibrium WM, the spectral implementation should be a preferred choice. Compared to the finite-volume implementation, it reduces the wall-modeling cost significantly along with dramatic improvement in parallel efficiency when run on multiple cores. Channel flow DNS data from Johns Hopkins Turbulence Database (JHTDB) and UT-Austin database are included for offline a priori validation of these wall models. For details, please check the following ArXiv link to the paper describing these wall models: https://arxiv.org/abs/2111.02542

contra_props_60mm_template

Example case for OpenFOAM overset meshing with dynamic meshes. This case has two contra rotating 60mm propellers that are inline with one another. Further information about the case is located in the ReadMe.txt file.

libWallModelledLES

A library for wall-modelled Large-Eddy Simulation in OpenFOAM.

OpenFOAM_Tutorials_

OpenFOAM Tutorials!

feamat

Matlab scripts for FEM problems on two-dimensional geometries

BasicOpenFOAMProgrammingTutorials

Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.

tkeBudget

OpenFOAM post-processing utility to calculate turbulent kinetic energy budget

pimpleTKEBudgetFoam

OpenFOAM solver to calculate the resolved Reynolds stress, turbulent kinetic energy and dissipation rate at runtime in LES

spod_matlab

Spectral proper orthogonal decomposition in Matlab

libAcoustics

libAcoustics - OpenFOAM library for far-field noise computation

OpenFOAM-NACA2412

OpenFOAM case for simulating the flow over a NACA 2412 airfoil.

Ffowcs-Williams-and-Hawkings-Equations

Open source codes/programs of acoustic analogies to calculate subsonic and supersonic noise characteristics induced by unsteady flow, moving geometry and mutual interactions either in a stationary or a moving medium.