| Time-series pattern recognition in Smart Manufacturing Systems: A literature review and ontology MA Farahani, MR McCormick, R Gianinny, F Hudacheck, R Harik, Z Liu, ... Journal of Manufacturing Systems 69, 208-241, 2023 | 87 | 2023 |
| Time-series classification in smart manufacturing systems: An experimental evaluation of state-of-the-art machine learning algorithms MA Farahani, MR McCormick, R Harik, T Wuest Robotics and Computer-Integrated Manufacturing 91, 102839, 2025 | 73 | 2025 |
| Image based quality inspection in smart manufacturing systems: A literature review M Babic, MA Farahani, T Wuest Procedia CIRP 103, 262-267, 2021 | 73 | 2021 |
| Physics-based and data-driven hybrid modeling in manufacturing: a review S Kasilingam, R Yang, SK Singh, MA Farahani, R Rai, T Wuest Production & Manufacturing Research 12 (1), 2305358, 2024 | 42 | 2024 |
| Machine learning in Directed Energy Deposition (DED) additive manufacturing: A state-of-the-art review I Zarin Era, MA Farahani, T Wuest, Z Liu Manufacturing Letters 35 (Supplement), 689-700, 2023 | 41* | 2023 |
| Multivariate time-series classification of critical events from industrial drying hopper operations: A deep learning approach MM Rahman, MA Farahani, T Wuest Journal of manufacturing and materials processing 7 (5), 164, 2023 | 21 | 2023 |
| Time-series forecasting in smart manufacturing systems: An experimental evaluation of the state-of-the-art algorithms MA Farahani, F El Kalach, A Harper, MR Mccormick, R Harik, T Wuest Robotics and Computer-Integrated Manufacturing 95, 103010, 2025 | 12 | 2025 |
| Real-time defect detection and classification in robotic assembly lines: a machine learning framework F El Kalach, M Farahani, T Wuest, R Harik Robotics and Computer-Integrated Manufacturing 95, 103011, 2025 | 8 | 2025 |
| High-resolution time-series classification in smart manufacturing systems MA Farahani, F El Kalach, R Harik, T Wuest Manufacturing Letters 41, 1170-1181, 2024 | 5 | 2024 |
| Hybrid Agentic AI and Multi-Agent Systems in Smart Manufacturing MA Farahani, MI Khan, T Wuest arXiv preprint arXiv:2511.18258, 2025 | 1 | 2025 |
| Federated Learning for Smart Manufacturing: Evaluating Deep Learning Architectures for Time Series Forecasting in a Collaborative Framework MI Khan, M Rayhan, MA Farahani, T Wuest IFIP International Conference on Advances in Production Management Systems …, 2025 | 1 | 2025 |
| A Genetic Algorithm Meta-Heuristic for a Generalized Quadratic Assignment Problem MA Farahani, A McKendall arXiv preprint arXiv:2308.07828v2, 2023 | 1 | 2023 |
| Rocket Assembly Line Testbed as a Service (TaaS): A Comparison of Data Acquisition Strategies MR McCormick, F El Kalach, MA Farahani, R Harik, T Wuest | | 2025 |
| Multivariate time series classification with dual attention network MA Farahani, T Eslaminokandeh arXiv preprint arXiv:2308.13968, 2023 | | 2023 |
| UNLOCKING EFFICIENCY MA Farahani, T Wuest | | |
Thorsten WuestProfessor at The University of South Carolina MEVerified email at mailbox.sc.edu
