DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.
☆14May 27, 2025Updated last year
Alternatives and similar repositories for DRLFluent
Users that are interested in DRLFluent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Jul 11, 2023Updated 3 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆192Mar 8, 2025Updated last year
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 6 years ago
- A scalable reinforcement learning framework for CFD on HPC systems☆36Apr 18, 2025Updated last year
- An attempt to use KAN☆13Sep 29, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆190Jul 27, 2023Updated 3 years ago
- A framework to design and develop reinforcement learning environments for single- and multi-physics active flow control.☆35Feb 14, 2024Updated 2 years ago
- Parallelizing DRL for Active Flow control☆73Jul 27, 2023Updated 3 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆74Jan 22, 2024Updated 2 years ago
- Skill for Coding Physics-Informed Neural Networks☆31Updated this week
- ccf conference template and skills☆20May 20, 2026Updated 5 months ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆72Mar 7, 2021Updated 5 years ago
- Decaying homogeneous isotropic turbulence simulated with WaterLily☆10Jul 15, 2026Updated 3 months ago
- ☆50May 18, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- GPU-DNS_paper_list_of_codes☆14Oct 13, 2026Updated 3 weeks ago
- CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms☆28Aug 1, 2025Updated last year
- This repository contains MATLAB implementations of the following wall models (WM) for incompressible LES solvers: 1) ODE equilibrium WM (…☆11Jun 7, 2023Updated 3 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆34May 30, 2023Updated 3 years ago
- Flow solver for Darcy convection, based on the Advanced Finite Difference code AFiD☆14Feb 7, 2025Updated last year
- ☆10Mar 31, 2021Updated 5 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆22Jul 20, 2023Updated 3 years ago
- A high order finite difference solver for simulations of turbidity currents with high parallel efficiency☆16Nov 23, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物☆13Feb 3, 2026Updated 9 months ago
- Add a passive scalar transport equation to the pimpleFoam solver in OpenFOAM☆17Jul 2, 2022Updated 4 years ago
- A data-driven framework was developed to predict and optimize the pressure-surface film cooling effectiveness of the GE-EEE first-stage t…☆12Apr 15, 2024Updated 2 years ago
- ☆12Dec 13, 2024Updated last year
- 计算流体力学笔记及资料☆40Jun 26, 2024Updated 2 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- A Local Stress Prediction Software for Pressure Vessel Based On ABAQUS-Machine Learning☆10Sep 26, 2023Updated 3 years ago
- Learning function operators with neural networks.☆36Aug 22, 2024Updated 2 years ago
- Extracting CAD boundary representation from a triangulated mesh☆11Mar 3, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆34Aug 11, 2023Updated 3 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…☆12Dec 10, 2019Updated 6 years ago
- [TIFS 2025] The official code for TIFS paper "New Visible Watermark Protection Mechanism Based on Information Hiding"☆13Oct 27, 2025Updated last year
- Deep reinforcement learning with OpenFOAM☆51May 13, 2025Updated last year
- This repository is dedicated to the development of an approach based on machine learning and optimization algorithms for generative desig…☆10Dec 25, 2024Updated last year
- Lightweight and scalable framework for Reinforcement Learning☆134Dec 20, 2023Updated 2 years ago
- Data Driven Modelling of Composites☆11Sep 6, 2017Updated 9 years ago