KTH-FlowAI / MARL-drag-reduction-in-wall-bounded-flowsLinks
A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open channel flow
☆60Updated last year
Alternatives and similar repositories for MARL-drag-reduction-in-wall-bounded-flows
Users that are interested in MARL-drag-reduction-in-wall-bounded-flows are comparing it to the libraries listed below
Sorting:
- ☆22Updated 4 years ago
- Pythonic spectral proper orthogonal decomposition☆44Updated 3 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆158Updated last week
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆168Updated 7 months ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated last year
- A Python package for spectral proper orthogonal decomposition (SPOD).☆112Updated last month
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆32Updated 4 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆94Updated 6 years ago
- Immersed Boundary Projection Method☆117Updated 5 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago
- Deep reinforcement learning with OpenFOAM☆43Updated 5 months ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆47Updated 2 years ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆66Updated 4 years ago
- Thoughts about ML committee for OpenFOAM☆40Updated 3 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆61Updated 3 months ago
- ☆32Updated 6 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆44Updated 11 months ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆29Updated last year
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆93Updated 3 months ago
- I have created this repository to share my code for 2D numerical solving of Navier stokes equations (incompressible flow); although it w…☆62Updated 5 years ago
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆34Updated 3 years ago
- Deep Learning for Reduced Order Modelling☆100Updated 3 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆42Updated last year
- A scalable reinforcement learning framework for CFD on HPC systems☆35Updated 6 months ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆69Updated 2 years ago
- A Computational Fluid Dynamics (CFD) course with Python☆99Updated last year
- Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "☆13Updated last month
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Updated 2 years ago