hwfluid Goto Github PK

rul-net

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

siads_data_driven_closure

Sample code implementation for SIADS paper Data driven discovery of closure model

sindyautoencoders

smoothparticlenets

A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynamics.

spectraldns

Spectral Navier Stokes (and similar) solvers in Python

spod_matlab

Spectral proper orthogonal decomposition in Matlab

stabras_fe31

stabras_of50

stanford-cpp-library

Stanford C++ library used in CS106B/X courses

steady-state-flow-with-neural-nets

A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation

su2

SU2: An Open-Source Suite for Multiphysics Simulation and Design

t-flows

Program for Simulation of Turbulent Flows

tbnn

This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).

tegan

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

tempogan

Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"

tf-cfd

Computational fluid dynamics with tensorflow

thesis

Thesis

trunk

Yade project, free software for particle based simulations - The github repository is obsolete, please go to https://gitlab.com/yade-dev

turbulence

This repository contains code to make a neural network that determines if an aircraft is flying through very turbulent, somewhat turbulent, or calm weather based on accelerometer readings. This also includes datasets and unlabeled data that requires processing to be used as datasets. The neural networks are written in Python, using Keras with TensorFlow backend.

turbulence-modeling-piml

Data-driven Reynolds stress modeling with physics-informed machine learning

u-dales

uDALES: large-eddy-simulation software for urban flow, dispersion and microclimate modelling

ucns3d

Unstructured compressible CFD code

uq4wind

UQ for aeroelastic wind turbine models

uqpinns

uqtk

Sandia Uncertainty Quantification Toolkit

urbanenvironmentsfoam

A collection of openFOAM based code for CFD simulations of pollutants dispersion in urban environments

variational-elliptic-spde

vicondar

Modular framework allowing to scan a numerical wind field with a virtual lidar and create constrained turbulent wind fields for wind turbine simulations

vortexfitting

Tools for detection, identification and fitting of vortices

vortexlattice.jl

A Comprehensive Julia implementation of the Vortex Lattice Method