Xiaowei Yue
Assistant Professor
Xiaowei Yue
113 Durham Hall
(MC 0118)
1145 Perry Street
Blacksburg, VA 24061
(MC 0118)
1145 Perry Street
Blacksburg, VA 24061
Personal website ResearchGate Google Scholar
Research Areas
- Engineering-driven data mining and analytics for complex systems
- Surrogate modeling, uncertainty quantification and optimization of Engineering Systems
- Computational algorithms and information fusion for high-volume/ high-velocity data-intensive systems
- Predictive modeling, system informatics and automation
- Ph.D. Industrial Engineering (Minor: Machine Learning), Georgia Institute of Technology, August 2018
- M.S. Statistics, Georgia Institute of Technology, August 2016
- M.S. Power Engineering and Thermophysics, Tsinghua University, June 2013
- B.S. Mechanical Engineering, Beijing Institute of Technology, June 2011
- Assistant Professor, Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA, August 2018 - Present
- Graduate Student Instructor, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, January - August 2018
- Graduate Research/Teaching Assistant, H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, August 2013 - December 2017
- Yue, X., Wen, Y., Hunt, J. H., Shi, J., (2018) “Surrogate Model based Control Considering Uncertainty for Composite Fuselage Assembly”, ASME Transactions, Journal of Manufacturing Science and Engineering, 140(4), 041017 (13 pages).
- Yue, X., Yan, H., Park, J. G., Liang, Z., Shi, J., (2018) “A Wavelet-based Penalized Mixed Effects Model for Multichannel Profile Monitoring based on In-line Raman Spectroscopy”, IEEE Transactions on Automation Science and Engineering, 15(3), pp.1258-1271.
- Yue, X., Shi, J., (2018) “Surrogate-Model based Optimal Feed-forward Control for Dimensional Variation Reduction in Composites Assembly Processes”, Journal of Quality Technology, (in press).
- Wen, Y., Yue, X., Hunt, J. H., Shi, J., (2018) “Feasibility Analysis of Composite Fuselage Shape Control via Finite Element Analysis”, Journal of Manufacturing Systems, 46, pp.272-281.
- Yue, X., Wang, K., Yan, H., Park, J. G., Liang, Z., Zhang, C., Wang, B., Shi, J., (2017) “Generalized Wavelet Shrinkage of In-line Raman Spectroscopy for Quality Monitoring of Continuous Nanomanufacturing for Buckypaper”, IEEE Transactions on Automation Science and Engineering, 14(1), pp.196-207.
- American Statistical Association (ASA)
- American Society of Mechanical Engineering (ASME)
- Institute of Electrical and Electronics Engineers (IEEE)
- Institute of Industrial and Systems Engineers (IISE)
- Institute for Operation Research and the Management Sciences (INFORMS)
- Mary G. and Joseph Natrella Scholarship, American Statistical Association, 2018
- Alice and John Jarvis, Ph.D. Student Research Award, Honorable Mention, Georgia Tech, 2018
- IEEE Transactions on Automation Science and Engineering Best Paper Award, IEEE Robotics & Automation Society, 2018
- IISE Outstanding Graduate Award, Georgia Tech, 2017
- INFORMS Data Mining Best Paper Finalist Award, 2017
- INFORMS Quality, Statistics and Reliability (QSR) Best Refereed Paper Finalist Award, 2017
- INFORMS 2017 Best Poster Presentation Award, 2017