AndreWeiner

machine-learning-applied-to-cfd

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

ml-cfd

Blog about ML and CFD

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

of_pytorch_docker

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

ofw2022_dmd_training

Material for the OpenFOAM workshop 2022

phd_basilisk

Basilisk simulations related to my PhD

phd_openfoam

OpenFOAM utilities and solvers related to my PhD

turbulence_modelling_lecture

Modelling and simulation of turbulent flows - lecture material

flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

drlfoam

Deep reinforcement learning with OpenFOAM

AndreWeiner/machine-learning-applied-to-cfd

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

AndreWeiner/ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

AndreWeiner/phd_openfoam

OpenFOAM utilities and solvers related to my PhD

AndreWeiner/of_pytorch_docker

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

AndreWeiner/turbulence_modelling_lecture

Modelling and simulation of turbulent flows - lecture material

AndreWeiner/ofw2022_dmd_training

Material for the OpenFOAM workshop 2022

AndreWeiner/ml-cfd

Blog about ML and CFD

AndreWeiner/sgs_model_test_transient

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

AndreWeiner/wall_modeling

Development of OpenFOAM wall functions for turbulent flows

AndreWeiner/drl_in_fluids_articles

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

AndreWeiner/ml-cfd-slides

Course slides

AndreWeiner/phd_notebooks

Jupyter notebooks related to my PhD

AndreWeiner/Active_flow_control_past_cylinder_using_DRL

AndreWeiner/flowAcylenderDLR

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

AndreWeiner/Data_driven_wall_modeling

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

AndreWeiner/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

AndreWeiner/MB_DRL_for_accelerated_learning_from_CFD

Model-based DRL for flow control

AndreWeiner/optDMD

Backpropagation and gradient descent for an optimized DMD

AndreWeiner/Optimal_Sensor_Placement_for_Active_Flow_Control_in_Deep_Reinforcement_Learning

AndreWeiner/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

AndreWeiner/pytorch-cpp

C++ Implementation of PyTorch Tutorial for Deep Learning Researchers

AndreWeiner/reveal.js

The HTML Presentation Framework

AndreWeiner/turb-slides

Reveal.js slides for lecture on turbulence modeling

AndreWeiner/Cluster-based-network-modeling-using-auto-encoders

AndreWeiner/cnm

AndreWeiner/dummyFoam

Just a dummy solver to demonstrate OpenFOAM+Docker workflow

AndreWeiner/hybrid_approach_species

Complementary material for the corresponding article

AndreWeiner/myheutagogy

Code and examples related to myheutagogy.com articles

AndreWeiner/of_app_isolation

Isolate a single OpenFOAM application in a Docker image

AndreWeiner/openfoam-smartsim

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