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acceleratecfd_ce

Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD

basicopenfoamprogrammingtutorials

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

da-tutorials

Tutorials on data assimilation (DA) and the EnKF

dapper_da

Data Assimilation with Python: a Package for Experimental Research

digital-twin-la-global-wildfire

ezyrb

Easy Reduced Basis method

flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

fluidx3d-lbm

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.

gaden-gas-simulator-for-robot

GADEN: A 3D Gas Dispersion Simulator for Mobile Robot Olfaction in Realistic Environments

idrlnet-pinn

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

ithaca-fv

Reduced order modelling techniques for OpenFOAM

lbm2d-letkf

An example of 2D LBM-LETKF

lbm_taichi_cavity

Fluid solver based on Lattice Boltzmann method implemented by taichi programming language

luma-lbm

Public-facing repository for the open-source project Lattice-Boltzmann @ The University of Manchester (LUMA).

machine-learning-applied-to-cfd

Examples of how to use machine learning algorithms in computational fluid dynamics.

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

multifidelity_pod

ofpp

OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.

openfoam-6

OpenFOAM Foundation repository for OpenFOAM version 6

owls

A data exploration library written in python for (OpenFOAM) CFD data

pod-dmd-decompositions

POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for Fluid Dynamics under supervision of Professor Miguel A. Mendez.

pyda

PyDA: A hands-on introduction to dynamical data assimilation with Python

pythonfoam

In-situ data analyses and machine learning with OpenFOAM and Python

rapidcfd-dev

RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by

taichi_lbm3d

A 3D sparse LBM solver implemented using Taichi

taichimd-real-time-interac

Interactive, GPU-accelerated Molecular Dynamics using the Taichi programming language

tensorflowfoam

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development