Dr. Mohammad Nabhan

Assistant Professor

• Office: 22/232
• Phone: 966-13-860-7107
• Email:  nabhan@kfupm.edu.sa
• Google Scholar profile 

Education

• Ph.D., Industrial Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA, 2019
• M.S., Industrial Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA, 2013
• B.S., Systems Engineering, King Fahd University of Petroleum & Minerals, Saudi Arabia, 2011

Teaching

• Statistics:
  • Probability and Statistics for Engineers
  • Design of Experiments and Regression Analysis
• Quality Control:
  • System Monitoring and Prognostics
  • Statistical methods for Manufacturing Design

Research Interests

• Statistical modeling, analysis and control of complex manufacturing processes
• Image and profile data modeling and monitoring for change detection and localization
• Machine learning and data analytics for high-dimensional data

Selected Publications

• Nabhan, Mohammad, Yajun Mei, and Jianjun Shi. "Correlation Based Dynamic Sampling for Online High Dimensional Process Monitoring." under revision with Journal of Quality Technology
• Nabhan, Mohammad, Yajun Mei, and Jianjun Shi. "High Dimensional Process Monitoring Using Robust Sparse Probabilistic Principal Component Analysis." under revision with Technometrics
• Nabhan, Mohammad, Yajun Mei, and Jianjun Shi. "Adaptive Robust Sparse Probabilistic Principal Component Analysis for Process Monitoring" submitted to Journal of QualityTechnology.