El Kalach, F., Farahani, M., Samaha, P., Wuest, T., Harik, R., 2026, Digital Twin Enabled Robot Collision Detection Using Time Series Forecasting. Journal of Intelligent Manufacturing
El Kalach, F., Venkataramanan, R., Sheth,A., and Harik, R., 2026. Utilizing knowledge graphs for explainable AI in Manufacturing. International Journal of Computer Integrated Manufacturing
McCormick, M.R., El Kalach, F., Farahani, M.A., Harik, R. and Wuest, T., 2025. Rocket Assembly Line Testbed as a Service (TaaS): A Comparison of Data Acquisition Strategies.
Shyalika, C., Prasad, R., Kalach, F.E., Venkataramanan, R., Zand, R., Harik, R. and Sheth, A., 2025. NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines. arXiv preprint arXiv:2505.06333.
El Kalach, F., Farahani, M., Wuest, T. and Harik, R., 2025. Real-time defect detection and classification in robotic assembly lines: a machine learning framework. Robotics and Computer-Integrated Manufacturing, 95, p.103011.
Farahani, M.A., El Kalach, F., Harper, A., Mccormick, M.R., Harik, R. and Wuest, T., 2025. Time-series forecasting in smart manufacturing systems: An experimental evaluation of the state-of-the-art algorithms. Robotics and Computer-Integrated Manufacturing, 95, p.103010.
Shyalika, C., Sharma, A., Kalach, F.E., Jaimini, U., Henson, C., Harik, R. and Sheth, A., 2025. CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing. arXiv preprint arXiv:2510.12033.
Harik, R., Kalach, F.E., Samaha, J., Clark, D., Sander, D., Samaha, P., Burns, L., Yousif, I., Gadow, V., Tarekegne, T. and Saha, N., 2024. Analog and multi-modal manufacturing datasets acquired on the future factories platform. arXiv preprint arXiv:2401.15544.
Shyalika, C., Roy, K., Prasad, R., Kalach, F.E., Zi, Y., Mittal, P., Narayanan, V., Harik, R. and Sheth, A., 2024. RI2AP: Robust and interpretable 2D anomaly prediction in assembly pipelines. Sensors, 24(10), p.3244.
Shyalika, C., Wickramarachchi, R., El Kalach, F., Harik, R. and Sheth, A., 2024. Evaluating the role of data enrichment approaches towards rare event analysis in manufacturing. Sensors, 24(15), p.5009.
El Kalach, F., Solanki, J. and Todkar, A., 2024. A federated information system framework for vertical integration. Manufacturing Letters, 41, pp.1192-1199.
Farahani, M.A., El Kalach, F., Harik, R. and Wuest, T., 2024. High-resolution time-series classification in smart manufacturing systems. Manufacturing Letters, 41, pp.1170-1181.
Samaha, P., El Kalach, F. and Harik, R., 2024. Leveraging the usage of blockchain toward trust-dominated manufacturing systems. Journal of Manufacturing Systems, 77, pp.612-638.
Prasad, R., Shyalika, C., El Kalach, F., Venkataramanan, R., Zand, R., Harik, R. and Sheth, A., 2024, December. Assemai: Interpretable image-based anomaly detection for manufacturing pipelines. In 2024 International Conference on Machine Learning and Applications (ICMLA) (pp. 1720-1727). IEEE.
Shyalika, C., Prasad, R., Jaimini, U., Henson, C., Kalach, F.E. and Sheth, A., 2025. Multiagent CoPilot in Industrial AI Applications.
El Kalach, F., Yousif, I., Wuest, T., Sheth, A. and Harik, R., 2024. Cognitive manufacturing: definition and current trends. Journal of Intelligent Manufacturing, 36(6), pp.3695-3715.
Yousif, I., Burns, L., El Kalach, F. and Harik, R., 2025. Leveraging computer vision towards high-efficiency autonomous industrial facilities. Journal of intelligent manufacturing, 36(5), pp.2983-3008.
El Kalach, Fadi, Ruwan Wickramarachchi, Ramy Harik, and Amit Sheth. "A semantic web approach to fault tolerant autonomous manufacturing." IEEE Intelligent Systems 38, no. 1 (2023): 69-75.
Kirkpatrick, M., Sander, D., El Kalach, F. and Harik, R., 2023. Motion capture based calibration for industrial robots. Manufacturing Letters, 35, pp.926-932.