Andre Weiner

ml-cfd-lecture. Lecture material for machine learning applied to computational fluid mechanics

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

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

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

phd_openfoam. OpenFOAM utilities and solvers related to my PhD

turbulence_modelling_lecture. Modelling and simulation of turbulent flows - lecture material

phd_basilisk. Basilisk simulations related to my PhD

ofw2022_dmd_training. Material for the OpenFOAM workshop 2022

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

wall_modeling. Development of OpenFOAM wall functions for turbulent flows

ml-cfd-slides. Course slides

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

ml-cfd. Blog about ML and CFD

phd_notebooks. Jupyter notebooks related to my PhD

Active_flow_control_past_cylinder_using_DRL. Jupyter Notebook

mlp_pde_solution. Constructing approximate solutions for differential equations based neural networks

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

optDMD. Backpropagation and gradient descent for an optimized DMD

Simple-CFD. Simple CFD - An app to study computational fluid dynamics

udacity_cpp_course. Code examples for the Udacity C++ course

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

slides. Public slides starting from 2025

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

MB_DRL_for_accelerated_learning_from_CFD. Model-based DRL for flow control

reveal.js. The HTML Presentation Framework

BayesOpt_solverSettings. Bayesian optimization for CFD solver settings

airfoil_meshing. Create a high-quality C-type mesh around an airfoil contour

turb-slides. Reveal.js slides for lecture on turbulence modeling

basilisk_docker. Dockerfiles to build Basilisk Docker images

discovering_disease_outbreaks. Jupyter notebooks realated to the corresponding Manning liveProject

fvm. pyhton scritps for finite volume method

CppND-System-Monitor. Student repository for the CppND OOP course project

flow_data. Flow problems for modal analysis and reduced-order modeling implemented in OpenFOAM