Mesack-binga

MeanFlow: JAX Implementation for Fluid Dynamics Simulation 🌊

Table of Contents

• Overview
• Features
• Installation
• Usage
• Documentation
• Contributing
• License
• Contact

Overview

MeanFlow is a powerful library designed for simulating fluid dynamics using JAX. It offers a robust framework for researchers and developers working in computational fluid dynamics (CFD). The library leverages the capabilities of JAX to provide high-performance computations and automatic differentiation, making it ideal for a wide range of applications.

You can find the latest releases of MeanFlow here. Download the necessary files and execute them to get started.

Features

• High Performance: Utilizes JAX for efficient numerical computations.
• Automatic Differentiation: Simplifies gradient calculations for optimization tasks.
• Modular Design: Easy to extend and customize for various fluid dynamics problems.
• Visualization Tools: Integrated tools for visualizing simulation results.
• Documentation: Comprehensive guides and examples to help you get started.

Installation

To install MeanFlow, follow these steps:

1. Clone the Repository:

   git clone https://github.com/Mesack-binga/meanflow.git
   cd meanflow
   

2. Install Requirements: Make sure you have Python 3.7 or higher installed. Then, install the required packages:

   pip install -r requirements.txt
   

3. Verify Installation: Run the following command to check if the installation was successful:

   python -c "import meanflow; print(meanflow.__version__)"
   

For the latest releases, check here.

Usage

To use MeanFlow, you can follow these steps:

1. Import the Library:

   import meanflow
   

2. Create a Simulation: Define your simulation parameters and create a simulation object:

   simulation = meanflow.Simulation(parameters)
   

3. Run the Simulation: Execute the simulation:

   results = simulation.run()
   

4. Visualize Results: Use the built-in visualization tools to display the results:

   meanflow.visualize(results)
   

Documentation

For detailed documentation, visit the Documentation. It includes:

• Installation guides
• API references
• Examples of common use cases
• Advanced topics for experienced users

Contributing

We welcome contributions to MeanFlow! To contribute:

1. Fork the repository.
2. Create a new branch:

   git checkout -b feature/YourFeature
   

3. Make your changes and commit them:

   git commit -m "Add your feature"
   

4. Push to your branch:

   git push origin feature/YourFeature
   

5. Open a pull request.

Please make sure to follow the coding standards and include tests for new features.

License

MeanFlow is licensed under the MIT License. See the LICENSE file for details.

Contact

For questions or feedback, feel free to reach out:

• GitHub: Mesack-binga
• Email: mesack@example.com

For the latest releases, visit here to download and execute the necessary files.