Andre Weiner (AndreWeiner)

AndreWeiner

Geek Repo

Company:Technical University of Dresden

Location:Dresden

Home Page:https://www.ml-cfd.com

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Andre Weiner's repositories

machine-learning-applied-to-cfd

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

Language:Jupyter NotebookLicense:MITStargazers:229Issues:18Issues:0

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:218Issues:17Issues:37

phd_openfoam

OpenFOAM utilities and solvers related to my PhD

of_pytorch_docker

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

Language:CLicense:MITStargazers:30Issues:3Issues:4

turbulence_modelling_lecture

Modelling and simulation of turbulent flows - lecture material

Language:C++License:GPL-3.0Stargazers:23Issues:2Issues:3

ofw2022_dmd_training

Material for the OpenFOAM workshop 2022

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:15Issues:4Issues:1

ml-cfd

Blog about ML and CFD

Language:RubyStargazers:11Issues:3Issues:0

sgs_model_test_transient

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

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:11Issues:2Issues:0

drl_in_fluids_articles

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

License:GPL-3.0Stargazers:10Issues:5Issues:0

wall_modeling

Development of OpenFOAM wall functions for turbulent flows

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:10Issues:4Issues:9

ml-cfd-slides

Course slides

Language:HTMLLicense:MITStargazers:9Issues:3Issues:0

phd_notebooks

Jupyter notebooks related to my PhD

Language:Jupyter NotebookLicense:MITStargazers:8Issues:2Issues:13
Language:Jupyter NotebookLicense:GPL-3.0Stargazers:6Issues:2Issues:0

flowAcylenderDLR

code for active flow control of flow around cynder using Deep Reinforcement Learning

Language:Jupyter NotebookLicense:MITStargazers:4Issues:2Issues:0

Data_driven_wall_modeling

Master thesis project for data-driven wall modeling for turbulent flows

License:GPL-3.0Stargazers:3Issues:2Issues:0

optDMD

Backpropagation and gradient descent for an optimized DMD

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:2Issues:2Issues:0

transonic_shock_buffet

This repository is dedicated for the studienarbeit project of "Numerical investigation of 2D transonic shock-buffet around a NACA 0012-34 airfoil using OpenFOAM" undertaken by Mr. Tushar Gholap under the guidance of Dr. Andre Weiner

Language:C++Stargazers:2Issues:1Issues:0

MB_DRL_for_accelerated_learning_from_CFD

Model-based DRL for flow control

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:1Issues:0Issues:0

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:C++License:NOASSERTIONStargazers:1Issues:2Issues:0

pytorch-cpp

C++ Implementation of PyTorch Tutorial for Deep Learning Researchers

Language:C++License:MITStargazers:1Issues:1Issues:0

reveal.js

The HTML Presentation Framework

Language:HTMLLicense:MITStargazers:1Issues:0Issues:0

turb-slides

Reveal.js slides for lecture on turbulence modeling

Language:JavaScriptLicense:MITStargazers:1Issues:1Issues:0
Language:Jupyter NotebookLicense:GPL-3.0Stargazers:0Issues:1Issues:0
Language:PythonLicense:GPL-3.0Stargazers:0Issues:1Issues:0

dummyFoam

Just a dummy solver to demonstrate OpenFOAM+Docker workflow

Language:CLicense:GPL-3.0Stargazers:0Issues:1Issues:0

hybrid_approach_species

Complementary material for the corresponding article

Language:Jupyter NotebookLicense:MITStargazers:0Issues:2Issues:0

myheutagogy

Code and examples related to myheutagogy.com articles

License:MITStargazers:0Issues:2Issues:0

of_app_isolation

Isolate a single OpenFOAM application in a Docker image

Language:DockerfileLicense:GPL-3.0Stargazers:0Issues:1Issues:0

openfoam-smartsim

Sub-module for OpenFOAM that provides a solver for embedding SmartSim and its external dependencies (i.e. SmartRedis) into OpenFOAM.

Language:C++License:GPL-3.0Stargazers:0Issues:0Issues:0