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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

basicopenfoamprogrammingtutorials

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

biologicalmodeling

Biotechnological process modeling

bioreactordesign

Bio Reactor Design (BiRD): a toolbox to simulate and analyze different designs of bioreactors in OpenFOAM

blockmeshbuilder

Concisely define and manipulate 3D block structures to produce hexahedral block-structured meshes for CFD.

cemafoam

Implementation of Chemical Explosive Mode Analysis in OpenFOAM

cov-weighting

Implementation for our WACV 2021 paper "Multi-Loss Weighting with Coefficient of Variations"

eikonalnet

firefoam-2.4.x

FireFOAM is a CFD code for modeling fire suppression based on OpenFOAM (R) http://www.openfoam.org. OpenFOAM (R) is a general purpose open source CFD toolbox written in C++. It utilizes the finite volume method on arbitrarily unstructured meshes, and is highly scalable on massively parallel computers. For more information about OpenFOAM, please ref

gpinn

gPINN: Gradient-enhanced physics-informed neural networks

gradient-flow-in-pinns

Depict the gradient information in pinns

masterthesis

Multi-phase,-specie, compressible reaction driven phase change

multiregionreactingfoamtutorials

Tutorials for multiRegionReactingFoam

multiscalepinns

nsfnets

PINN in solving Navier–Stokes equation

nufeb

Official release of the NUFEB software

nufeb-2

NUFEB development repository

openfoam_programming

Programming with OpenFOAM is explained with a follow-along approach.

palabos

Git for Palabos http://www.palabos.org/

physics-informed-deep-learning-solid-and-fluid-mechanics

Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems

physics-informed-neural-network-pinns---tf-2.0

Tensoflow 2 implementation of physics informed deep learning.

pinn_tf2

Implementation of PINNs in TensorFlow 2

pinnsntk

pso-pinn

Physics-Informed Neural Networks Trained with Particle Swarm Optimization

qiskit-machine-learning

Quantum Machine Learning

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

quantum_machine_learning

This is the code for "Quantum Machine Learning" By Siraj Raval on Youtube

sedfoam

SedFoam solver for OpenFoam toolbox

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

twophaseflow