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README.md

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# 🌌 BSc Astrophysics Projects
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![Astrophysics](https://img.shields.io/badge/Astrophysics-Projects-blue?style=flat&logo=github)
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Welcome to the **BSc Astrophysics Projects** repository! Here, you will find all the astrophysics projects I completed during my final year. My main focus was on optimizing orbital transfers using gradient descent and evaluating uncertainties with the Markov Chain Monte Carlo method.
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## 🚀 Table of Contents
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- [Introduction](#introduction)
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- [Project Overview](#project-overview)
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- [Technologies Used](#technologies-used)
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- [Installation](#installation)
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- [Usage](#usage)
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- [Contributing](#contributing)
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- [License](#license)
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- [Contact](#contact)
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- [Releases](#releases)
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## 📚 Introduction
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Astrophysics combines physics and astronomy to understand celestial phenomena. In my final year, I delved into various projects that applied mathematical modeling and statistical methods to real-world problems in space science. This repository serves as a comprehensive collection of my work, showcasing the intersection of theory and practical application.
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## 🌠 Project Overview
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The projects in this repository include:
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1. **Orbital Transfer Optimization**: This project employs gradient descent techniques to find the most efficient paths for spacecraft maneuvers. By minimizing fuel consumption and time, we can enhance mission success rates.
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2. **Uncertainty Evaluation**: Using the Markov Chain Monte Carlo method, this project assesses uncertainties in orbital parameters. This approach allows for better risk management in space missions.
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3. **Mathematical Modeling**: Various mathematical models are developed to simulate astrophysical phenomena. These models help in predicting outcomes and understanding complex systems.
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4. **Data Visualization**: Visual representations of data are crucial in astrophysics. This project focuses on creating animations and plots that illustrate findings effectively.
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5. **Unit Testing**: Ensuring the reliability of code is vital. This section covers unit testing practices used throughout the projects.
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## 🛠️ Technologies Used
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The following technologies and methodologies are employed in this repository:
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- **Animation**: For visualizing data and processes.
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- **Astronomy**: The foundational science behind the projects.
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- **Astrophysics**: The application of physics to astronomical phenomena.
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- **Bayesian Inference**: A statistical method for uncertainty evaluation.
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- **Calculus**: Essential for modeling and optimization.
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- **Gradient Descent**: A key optimization technique used in various projects.
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- **LaTeX**: For documentation and presentation of mathematical equations.
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- **Markov Chain Monte Carlo**: A method for sampling from probability distributions.
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- **Mathematical Modeling**: Creating models to simulate real-world scenarios.
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- **Mathematics**: The backbone of all computations and analyses.
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- **Package Development**: Building reusable components for the projects.
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- **Physics**: The fundamental science that underpins astrophysics.
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- **Spacecraft Dynamics and Control**: Understanding the motion of spacecraft.
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- **Statistics**: For analyzing data and drawing conclusions.
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- **Unit Testing**: Ensuring code quality and reliability.
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- **Visualization**: Creating visual representations of data and results.
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- **VSCode**: The development environment used for coding.
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## 📥 Installation
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To get started with the projects, follow these steps:
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1. **Clone the Repository**:
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```bash
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git clone https://github.com/delemmaao/BSc_Astrophysics_Projects.git
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```
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2. **Navigate to the Project Directory**:
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```bash
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cd BSc_Astrophysics_Projects
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```
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3. **Install Dependencies**:
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Depending on the specific projects you wish to run, you may need to install certain libraries. Check the individual project folders for a `requirements.txt` or `setup.py` file.
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## ⚙️ Usage
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Each project contains its own README file with detailed instructions on how to run and use the code. You can find these instructions in their respective directories.
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To run the main project focused on orbital transfer optimization, use the following command:
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```bash
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python orbital_transfer.py
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```
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For uncertainty evaluation using the Markov Chain Monte Carlo method, run:
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```bash
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python mcmc_evaluation.py
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```
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Feel free to explore the code and modify it as needed for your own experiments.
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## 🤝 Contributing
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Contributions are welcome! If you have suggestions or improvements, please fork the repository and submit a pull request. You can also open issues for any bugs or enhancements you find.
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### Steps to Contribute:
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1. Fork the repository.
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2. Create a new branch:
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```bash
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git checkout -b feature/YourFeature
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```
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3. Make your changes and commit them:
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```bash
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git commit -m "Add some feature"
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```
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4. Push to the branch:
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```bash
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git push origin feature/YourFeature
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```
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5. Open a pull request.
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## 📄 License
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This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.
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## 📞 Contact
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For any questions or inquiries, feel free to reach out:
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- **Email**: your.email@example.com
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- **GitHub**: [delemmaao](https://github.com/delemmaao)
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## 📦 Releases
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You can find the latest releases and download files from the [Releases section](https://github.com/delemmaao/BSc_Astrophysics_Projects/releases). Each release contains important updates and files that you may need to execute.
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Feel free to explore the various projects, and I hope you find them insightful. Happy coding!

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