College of

Engineering, Architecture and Technology

Dr. Wenmeng Tian

Associate Professor

 

Areas Of Interest

• Machine Learning
• Statistical Process Monitoring
• Privacy-preserving Data Sharing and Analytics
• Additive Manufacturing
• Cyber-physical Security

 

Academic Qualifications

Selected Publications

1. Bappy, M.*, Fullington, D.*, Bian, L., & Tian, W.  (2025) Adaptive Thermal History Deidentification for Privacy-preserving Process-defect Modeling of Metal Additive Manufacturing. ASME Journal of Computing and Information Science in Engineering.  25(3), p.031006. (Editor's Pick Award from JCISE) DOI: https://doi.org/10.1115/1.4067210
2. Fullington, D.*, Yangue, E., Bappy, M.*, Liu, C., & Tian, W. (2024) Leveraging Small-scale Datasets for Additive Manufacturing Process Modeling and Part Certification: Current Practice and Remaining Gaps. Journal of Manufacturing Systems. 2024, 75: 306-321. DOI: https://doi.org/10.1016/j.jmsy.2024.04.021
3. Fullington, D.*, Bian, L., & Tian, W. (2023) Design De-identification of Thermal History for Collaborative Process-defect Modeling of Metal-based Additive Manufacturing. ASME Journal of Manufacturing Science and Engineering, 145(5), 051004. (QCRE Best Student Poster Competition at IISE 2022) DOI: https://doi.org/10.1115/1.4056488
4. Mamun, A.*, Liu, C., Kan, C., Tian, W. (2022) Securing cyber-physical additive manufacturing systems by in-situ process authentication using streamline video analysis. Journal of Manufacturing Systems, 62:429-40. (Finalist of the Student Research Presentation Competition, NAMRC 49) DOI: https://doi.org/10.1016/j.jmsy.2021.12.007
5. Tian, W., Jin, R., Huang, T., & Camelio, J. A. (2017). Statistical Process Control for Multistage Processes with Non-repeating Cyclic Profile Outputs. IISE Transactions, 49(3), pp.320-331. (Best Paper Award Finalist of the Process Industry Division at IISE 2014) DOI: https://doi.org/10.1080/0740817X.2016.1241454

 

Selected Honors & Awards

1. Editor's Pick Award in Journal of Computing and Information Science in Engineering, ASME, 2025
2. Outstanding Young Manufacturing Engineer Award, Society of Manufacturing Engineers (SME), 2024
3. Outstanding Young Investigator Award, Manufacturing and Design Division, IISE, 2023
4. CAREER Award, National Science Foundation, 2021

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