Superconducting RadioFrequency cavity Frequency Control by Reinforcement Learning

Control the frequency of the particle accelerator's radio frequency superconducting cavity based on reinforcement learning algorithm.

Installation Guide

• Install conda
• (Suggested) Create a virtual environment and activate it
• Install dependencies

conda env create -n srf_fc_rl python=3.11.7
conda activate srf_fc_rl
pip install -r requirements.txt

Usage

(undone)

python main.py --input input_file.txt --output output_file.txt

Project Structure

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project/
│
├── src/
│   ├── main.py
│   ├── utils/
│   │   └── helper.py
│
├── data/
│   ├── input_file.txt
│   └── output/
│
└── README.md

Contributing

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License

This repository is licensed under the LICENSE.

Contact

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