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Repository for Paper: "FLEX: Fault Localization and Explanation Using Open-Source Large Language Models in Powertrain Systems"

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muehlburger/dx-2024-flex

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Code for our paper

This repository contains the code for the paper "Muehlburger, H., & Wotawa, F. (2024). FLEX: Fault Localization and Explanation with Open-Source Large Language Models in Powertrain Systems. In Proceedings of the 35th International Workshop on Principles of Diagnosis and Resilient Systems (DX 2024), Vienna, Austria, November 4-7, 2024."

Installation

Use the package manager pip to install our used libraries.

pip install -r requirements.txt -v

Usage

You find our implementation in the folder code:

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Citation

If you find our work useful, please cite our paper:

@inproceedings{muehlburger2024flex,
  author    = {Herbert Muehlburger and Franz Wotawa},
  title     = {FLEX: Fault Localization with Open-Source LLMs in Powertrain Systems},
  booktitle = {DX 2024: Proceedings of the 35th International Workshop on Principles of Diagnosis and Resilient Systems},
  year      = {2024},
  location  = {Vienna, Austria},
  month     = {November 4-7}
}

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Apache 2.0

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Repository for Paper: "FLEX: Fault Localization and Explanation Using Open-Source Large Language Models in Powertrain Systems"

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