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PINN-Projectiles

A Taipy webpage that trains a Physics Informed Neural Network (PINN) for approximating linear projectile motion.
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Table of Contents
  1. About The Project
  2. Getting Started
  3. Contributing
  4. License
  5. Contact

About The Project

screenshot

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Built With

  • Taipy
  • Matplotlib
  • Pinns
  • Gif

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Getting Started

To get a local copy up and running follow these simple example steps.

Prerequisites

Installation

  1. Clone the repository
    git clone https://github.com/etown-rmi/PINN-Projectiles
  2. Navigate to src and Install Dependencies
    cd ./src
    pip install -r ./requirements.txt
  3. Run the main file
    python main.py

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Contributing

Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.

If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement". Don't forget to give the project a star! Thanks again!

  1. Fork the Project
  2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
  3. Commit your Changes (git commit -m 'Add some AmazingFeature')
  4. Push to the Branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

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License

Distributed under the MIT License. See LICENSE.txt for more information.

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Contact

Etown RMI Club - rmi@etown.edu

Project Link: https://github.com/etown-rmi/PINN-Projectiles

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A Physics Informed Neural Network (PINN) for predicting linear projectile motion

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