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Josh Williams's Projects

coarseningfoam icon coarseningfoam

coarseningFoam fork for OpenFOAM 6. Utilities focus on fluid phase analysis.

deeplungfoam icon deeplungfoam

OpenFOAM solver for 3D-0D coupling between upper airways and deep lung.

lbann icon lbann

Livermore Big Artificial Neural Network Toolkit

moopy icon moopy

Python interface that simplifies (ish) the creation of MOOSE inputs

moose icon moose

Multiphysics Object Oriented Simulation Environment

openfoamparser icon openfoamparser

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

pyssam icon pyssam

A Python library for biomedical statistical shape and appearance modelling.

respiratorycnn-toolkit icon respiratorycnn-toolkit

CNN training and segmentation scripts for airway and lung segmentations. Also two pre-trained CNNs are provided.

stokeswallmppic icon stokeswallmppic

OpenFOAM-6 code to model particle-wall interaction based on experiments detailed by Legendre et al (2005)

turbulent-dispersion-neuralsde icon turbulent-dispersion-neuralsde

Modelling particle turbulent dispersion with stochastic differential equations, learned from artificial neural networks using tensorflow/keras.

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