Publications

2025

  1. datasetV2.png
    Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2
    Ramy Harik, Fadi El Kalach, Jad Samaha, and 8 more authors
    arXiv preprint arXiv:2502.05020, 2025
    arXiv
  2. TSFFSurvey.jpg
    Time-series forecasting in smart manufacturing systems: An experimental evaluation of the state-of-the-art algorithms
    Mojtaba A Farahani, Fadi El Kalach, Austin Harper, and 3 more authors
    Robotics and Computer-Integrated Manufacturing, 2025
    DOI
  3. TSCFF.jpg
    Real-Time Defect Detection and Classification in Robotic Assembly Lines: A Machine Learning Framework
    Fadi El Kalach, Mojtaba Farahani, Thorsten Wuest, and 1 more author
    Robotics and Computer-Integrated Manufacturing, 2025
    DOI
  4. TaaS.png
    Rocket Assembly Line Testbed as a Service (TaaS): A Comparison of Data Acquisition Strategies
    MR McCormick, Fadi El Kalach, Mojtaba A Farahani, and 2 more authors
    2025
  5. AAMAS.png
    Multiagent CoPilot in Industrial AI Applications
    Chathurangi Shyalika, Renjith Prasad, Utkarshani Jaimini, and 3 more authors
    2025

2024

  1. cognitive.png
    Cognitive manufacturing: Definition and current trends
    Fadi El Kalach, Ibrahim Yousif, Thorsten Wuest, and 2 more authors
    Journal of Intelligent Manufacturing, 2024
    DOI
  2. FFSetup.png
    Analog and multi-modal manufacturing datasets acquired on the future factories platform
    Ramy Harik, Fadi El Kalach, Jad Samaha, and 8 more authors
    arXiv preprint arXiv: 2401.15544, 2024
    arXiv
  3. AVI.png
    Leveraging computer vision towards high-efficiency autonomous industrial facilities
    Ibrahim Yousif, Liam Burns, Fadi El Kalach, and 1 more author
    Journal of Intelligent Manufacturing, 2024
    DOI
  4. DataEnrich.png
    Evaluating the role of data enrichment approaches towards rare event analysis in manufacturing
    Chathurangi Shyalika, Ruwan Wickramarachchi, Fadi El Kalach, and 2 more authors
    Sensors, 2024
    DOI
  5. RI2AP.png.webp
    RI2AP: Robust and interpretable 2D anomaly prediction in assembly pipelines
    Chathurangi Shyalika, Kaushik Roy, Renjith Prasad, and 6 more authors
    Sensors, 2024
    DOI
  6. Blockchain.jpg
    Leveraging the usage of blockchain toward trust-dominated manufacturing systems
    Philip Samaha, Fadi El Kalach, and Ramy Harik
    Journal of Manufacturing Systems, 2024
    DOI
  7. HRTSC.jpg
    High-resolution time-series classification in smart manufacturing systems
    Mojtaba A Farahani, Fadi El Kalach, Ramy Harik, and 1 more author
    Manufacturing Letters, 2024
    DOI
  8. FIS.jpg
    A federated information system framework for vertical integration
    Fadi El Kalach, Jitendra Solanki, and Anand Todkar
    Manufacturing Letters, 2024
    DOI
  9. AssemAI.png
    AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines
    Renjith Prasad, Chathurangi Shyalika, Ramtin Zand, and 4 more authors
    arXiv preprint arXiv:2408.02181, 2024
    arXiv

2023

  1. IEEE.gif
    A semantic web approach to fault tolerant autonomous manufacturing
    Fadi El Kalach, Ruwan Wickramarachchi, Ramy Harik, and 1 more author
    IEEE Intelligent Systems, 2023
    DOI
  2. MoCap.jpg
    Motion capture based calibration for industrial robots
    Max Kirkpatrick, Drew Sander, Fadi El Kalach, and 1 more author
    Manufacturing Letters, 2023
    DOI