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 Dr Mohammad Nabhan

Assistant Professor

Dr Yasser Almoghathawi (2).jpg

Office:   22-232

Phone: 966-13-860-7107

Fax:        966-13-860-2965

Email:    nabhan(at)kfupm.edu.sa 

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.