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arslimane/README.md

👋 Hi, I'm Slimane Arbaoui

I'm a PhD student at INSA-Strasbourg specializing in AI and explainability, particularly in the context of Battery Management Systems. I’m passionate about advancing my skills and building practical, impactful solutions.

🛠️ Languages & Tools

Python Java SQL Android TensorFlow Linux

### 🔭 Currently Working On - Developing a Python library to explain an AI model. - Building a deep learning model for estimating State of Charge (SoC), State of Health (SoH), Remaining Useful Life (RUL) of batteries and also the quality of a product in a production line. - Exploring AI solutions to optimize battery management and energy consumption.

🌱 Learning

  • Deepening my knowledge in Neural Networks.
  • Techniques for ontology-based verification to improve model explainability.
  • LLM and generative AI.

💬 Ask Me About

  • Counterfactual explanations, multivariate time series forecasting, and battery management systems
  • Applications of AI in practical, high-impact scenarios

👯 Looking to Collaborate On

  • AI projects that focus on explainability and sustainable technology
  • Open-source projects in energy-efficient AI or AI safety

📫 How to Reach Me

⚡ Fun Fact

I’m also exploring the possibilities of a money transfer and e-payment app for Algeria to make everyday transactions easier and more accessible.

Pinned Loading

  1. Energitic-project-1 Energitic-project-1 Public

    This study pioneers E-LSTM and CNN-LSTM deep learning models for precise Lithium-Ion Battery State of Health (SOH) prediction. Using MIT's battery dataset, our interpretable models, enhanced by Sha…

    Jupyter Notebook 10 1

  2. Energetic-project-2 Energetic-project-2 Public

    Applaying the growing window technique to estimate the entire cuvrve of soh unitl it reach the end of life using a transformer model

    Jupyter Notebook 2

  3. Dataset-for-real-driving-cycles Dataset-for-real-driving-cycles Public

    Code and models for estimating the State of Charge (SoC) and of battery cells. Utilizing advanced deep learning techniques.

    Jupyter Notebook

  4. L-ontologie-de-validation-des-explications-contrefactuelles L-ontologie-de-validation-des-explications-contrefactuelles Public

    This repository contains the code and supplementary materials for the paper: Counterfactual Explanation Generation for Multivariate Time Series Forecasting. The work introduces innovative methods (…

    Jupyter Notebook 1 1

  5. Streaming-videos Streaming-videos Public

    HTML 1

  6. sahtifiyidi sahtifiyidi Public