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3d-printed-mirror-array

3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns

active-noise-cancellation

adflow

ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.

adlib

AeroDynamics Laboratory Library set for the OpenFOAM(R)

aerogp

Data-driven Aerodynamic Analyses of Structures using Gaussian Processes

afid

A highly parallel application for Rayleigh-Benard and Taylor-Couette flows

airfoil-gcnn

Graph Convolutional Networks for Unstructured Flow Fields

america-against-america

《美国反对美国》是王沪宁先生在上世纪80年代末赴美观察写作的。我们知道在那个年代**对西方特别是美国的追捧有多高，所以突然看到一个学者在80年代就有如此清楚的认识，十分钦佩。由于网上只有效果很差的PDF扫描版，所以我想利用OCR技术和肉眼（人体OCR）来转成现代化的文本格式。目前已经全部完成。

amrex

AMReX: Software Framework for Block Structured AMR

apfoam

Atmospheric Photolysis calculation framework for CFD

ar-pde-cnn

Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

automatic_model_selection

Framework for selecting a suitable ML model given a specific problem

bayesian-optimzation-wind-farm

bayesianinferencedl

Bayesian Inversion Problems with Reduced Order Models augmented by Deep Learning

block-random

bo_gp

Bayesian optimization based on Gaussian processes

caf_reduced_sgs

Reproduction of main results of Computers & Fluids paper.

cbrain-cam

Code for neural network parameterization project

ccblade.jl

Blade Element Momentum Method for Propellers and Turbines

ccmd

⚡ Computational Fluid Dynamics code for designing turbomachinery for optimal heat to electricity conversion

cfd-bayesian-optimization

Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.

cfd-mpc-wecs

A model predictive control (MPC) integrated multiphase immersed boundary (IB) framework for simulating wave energy converters (WECs)

cfd-nozzle-rans-sst

Flow simulation of nozzles on SU2 solver using structured mesh with RANS-SST combination. As a test case PSLV stage 1 and stage 3 nozzle sizes were used.

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

cloud-based-cad-paper

Ancillary material for the Cloud-based CAD parametrization for design space exploration and design optimization in numerical simulations

cnn-for-airfoil

CNN for airfoil lift-to-drag-ratio prediction

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

cnnforcfd

This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.

coherentstructures

Bayesian Optimization to identfy coherent structures in Turbulent boundary layers

computational-fluid-dynamics-machine-learning-examples

This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.