reinforcement learning for active fluid control
☆36Sep 25, 2020Updated 5 years ago
Alternatives and similar repositories for RLFluidControl
Users that are interested in RLFluidControl are comparing it to the libraries listed below
Sorting:
- Parallelizing DRL for Active Flow control☆71Jul 27, 2023Updated 2 years ago
- The code used, and a docker image to run it, of the paper `Exploiting locality and physical invariants to design effective Deep Reinforce…☆13Dec 10, 2019Updated 6 years ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆13May 27, 2025Updated 9 months ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆68Mar 7, 2021Updated 4 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆181Mar 8, 2025Updated 11 months ago
- Using PyTorch within OpenFOAM☆14May 21, 2024Updated last year
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆21Jul 5, 2023Updated 2 years ago
- ☆24Aug 5, 2021Updated 4 years ago
- Tensor Basis Neural Network for Scalar Mixing☆10Mar 24, 2023Updated 2 years ago
- Pythonic spectral proper orthogonal decomposition☆48Jun 30, 2022Updated 3 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆185Jul 27, 2023Updated 2 years ago
- ☆12Jan 29, 2025Updated last year
- A Highly-Extensible Data Assimilation Testing Suite☆10Feb 24, 2019Updated 7 years ago
- Course slides☆12Jan 14, 2025Updated last year
- CFD code for two dimensional Euler equation using finite volume techniques (unstructured mesh)☆14Nov 14, 2014Updated 11 years ago
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆12May 3, 2021Updated 4 years ago
- Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "☆13Dec 12, 2025Updated 2 months ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆34Dec 28, 2020Updated 5 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆69Jan 22, 2024Updated 2 years ago
- Distributed Training of Bayesian Neural Networks at Scale☆11May 26, 2020Updated 5 years ago
- explore the FV3 data for parameterization☆18Jan 7, 2025Updated last year
- ☆16Jul 11, 2023Updated 2 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆62Jan 8, 2021Updated 5 years ago
- ☆35Apr 8, 2021Updated 4 years ago
- Open source overset grid assembly and remapping toolkit (old Fortran version)☆17Apr 4, 2023Updated 2 years ago
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- C++ with Qt frontend (superfast) version of OpenPIV☆22Apr 25, 2024Updated last year
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆22Jan 27, 2022Updated 4 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- 综合课程设计三，果蔬识别系统☆13Jul 3, 2024Updated last year
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆33Aug 11, 2023Updated 2 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 3 years ago
- Particle image velocimetry via a deep neural network (LiteFlowNet)☆52Jul 23, 2019Updated 6 years ago
- A DNS and LES box code☆28Feb 22, 2026Updated last week
- Methods to extract advective, diffusive, stochastic and active transport barriers from 2D and 3D data.☆28Jun 18, 2024Updated last year
- Laminar flow prediction using graph neural networks☆31Jan 17, 2025Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆266Jan 28, 2021Updated 5 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago