Discover AndreWeiner/udacity_cpp_course Open Source project

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C++
Created about 6 years ago
Updated over 5 years ago

AndreWeiner

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Code examples for the Udacity C++ course

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

Jupyter Notebook

319

machine-learning-applied-to-cfd

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

Jupyter Notebook

240

of_pytorch_docker

Dockerfile to create an image with OpenFOAM-plus and PyTorch support

phd_openfoam

OpenFOAM utilities and solvers related to my PhD

C++

turbulence_modelling_lecture

Modelling and simulation of turbulent flows - lecture material

C++

phd_basilisk

Basilisk simulations related to my PhD

ofw2022_dmd_training

Material for the OpenFOAM workshop 2022

Jupyter Notebook

sgs_model_test_transient

Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage

Jupyter Notebook

ml-cfd

Blog about ML and CFD

Ruby

drl_in_fluids_articles

An overview of articles related to deep reinforcement learning in fluid mechanics

ml-cfd-slides

Course slides

HTML

wall_modeling

Development of OpenFOAM wall functions for turbulent flows

Jupyter Notebook

phd_notebooks

Jupyter notebooks related to my PhD

Jupyter Notebook

mlp_pde_solution

Constructing approximate solutions for differential equations based neural networks

Jupyter Notebook

optDMD

Backpropagation and gradient descent for an optimized DMD

Jupyter Notebook

turb-slides

Reveal.js slides for lecture on turbulence modeling

JavaScript

basilisk_docker

Dockerfiles to build Basilisk Docker images

fvm

pyhton scritps for finite volume method

Python

discovering_disease_outbreaks

Jupyter notebooks realated to the corresponding Manning liveProject

Jupyter Notebook

AndreWeiner/udacity_cpp_course

AndreWeiner

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