Stars
Spectral proper orthogonal decomposition in Matlab
Active Flow Control using Deep Reinforcement Learning with Dynamic Mode Decomposition with control (DMDc) as environment
Data reduction algorithm for CFD
✨ A modern Python package for interacting with OpenFOAM
Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "
Machine Learning Applied to Computational Fluid Mechanics
A library for wall-modelled Large-Eddy Simulation in OpenFOAM.
Lecture material for machine learning applied to computational fluid mechanics
An overview of articles related to deep reinforcement learning in fluid mechanics
Master thesis about using DRL for optimizing multigrid solver settings in OpenFoam
code for active flow control of flow around cynder using Deep Reinforcement Learning
ErikSchulze1796 / Active_flow_control_past_cylinder_using_DRL
Forked from FabianGabriel/Active_flow_control_past_cylinder_using_DRLStudy thesis project for model-based reinforcement learning for accelerated learning from CFD simulations
Master thesis project for data-driven wall modeling for turbulent flows
Student thesis project about model-based deep reinforcement learning for controlling the flow past a cylinder
Repository for my course project on "A Comparison of Reduced-Order Models for Wing Buffet Predictions"
Apollonaut10 / flowtorch
Forked from AndreWeiner/flowtorchflowTorch - a Python library for analysis and reduced-order modeling of fluid flows
A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases
A pytorch implementaion of physics informed neural networks for two dimensional NS equation
An open-source Python platform of coupling deep reinforcement learning and OpenFOAM
MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
Learning the Finite Volume Method in CFD with MATLAB Programming