thw1021

Code4CFD

A curated list of repositories related to fluid dynamics.

BNNRANS

Data-driven Reynolds-averaged turbulence modeling with generalizable non-linear correction and uncertainty quantification using Bayesian deep learning

DSRRANS

Discovering explicit Reynolds-averaged turbulence closures for turbulent separated flows through deep learning-based symbolic regression with non-linear corrections

NACA_simulation

Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.

TurbulenceControlCode

Control of turublent flow with DRL (Test Code)

dirk3Foam

1d-shock-capturing-Euler

Simple shock capturing for 1D Euler eqns.

CMesh_rae69ck-il

ColESo

Collection of exact solutions for verification of numerical algorithms for simulation of compressible flows

DeepONet-reliability

Deneb

DFSR

DFSR is a synthetic inflow turbulence generation method tailored to computational wind engineering applications.

DUGKS-GPU

Multi-GPU implementation of the DUGKS method.

fast-mfm

Fast Macroscopic Forcing Method

FlowDataGeneration

LearningSPH

Hierarchy of parameterized Smoothed Particle Hydrodynamics models trained with mixed mode AD and Sensitivity Analysis (SA)

NN_Pred

An interfacting library to deploy neural network models in CFD codes easily

of_pytorch_docker

Dockerfile to create an image with OpenFOAM-plus and PyTorch support

OPEN_FPE_IFT

We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given turbulent data and extracts the stochastic equations describing the scale-dependent cascade process in turbulent flows through Fokker-Planck equations and concepts of non-equilibrium stochastic thermodynamics.

p4pdes

C and Python examples from my book on using PETSc to solve PDEs

PINNS-Mean-Flow-Reconstruction

RaSeedGAN

Real-time-TA-DA

Real-time thermoacoustics data assimilation

SAM-model

The SAM model

semiImplicitSlip

SPHERA

SPHERA (RSE SpA): Lagrangian Computational Fluid Dynamics (LCFD) - Smoothed Particle Hydrodynamics (SPH) research code. Applications: subcatchment flash floods and fast landslides for the safety of hydroelectric plants, electrical substations and electricity pylons.

SummerUniversity2022

TemplateRepoCxx

VS Code C++项目模板

tffb

This project contains the TensorFlow Fortran Binding (TFFB) library, which allows to load and evaluate Keras models directly from Fortran.

TurbAna

A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.