Mostafa Reisi Gahrooei

H. Milton Stewart School of Industrial & Systems Engineering Georgia Institute of Technology, 755 Ferst Dr, Atlanta, GA 30318

Email: mrg9@gatech.edu

Welcome to my webpage. I have completed my PhD in the H. Milton Stewart School of Industrial & Systems Engineering at Georgia Institute of Technology. I am co-advised by professor Kamran Paynabar and professor Jianjun Shi.

I will be joining the Industrial and Systems Engineering (ISE) department of the University of Florida as an assistant professor, starting in Fall 2019.

Education

    • Ph.D. in Industrial and Systems Engineering (2019), Georgia Institute of Technology
    • M.S. in Computational Science and Engineering (2018), Georgia Institute of Technology
    • M.S. in Applied Mathematics, Southern Illinois University
    • M.S. in Transportation Engineering, Southern Illinois University
    • B.S. in Civil Engineering, Isfahan University of Technology

Research Interests

My research interests focus on developing efficient methodologies and algorithms for modeling and monitoring industrial systems with high-dimensional, heterogeneous data. My research lies at the intersection of statistics, optimization, and computational science and can be categorized into the following areas:

    1. Modeling processes with heterogeneous tensorial data: Develop scalable and computationally efficient algorithms for modeling and analysis of processes with heterogeneous forms of data, such as images, profiles, and scalars.
    2. Modeling and monitoring dynamic stream of networks: Develop methodologies for data-driven modeling of temporal behavior and connectivity structure of a system with large-number of connected components.
    3. Adaptive system modeling and data fusion: Develop methodologies for adaptive modeling of a system by integrating available low-fidelity data and real-time, intelligently-acquired high-fidelity data.

Selected Awards

  • ŸWinner of the best paper award in SAS Data Mining Best Paper competition, INFORMS (2018).
  • ŸFinalist for Best Student Paper Award in the Industrial and Systems Engineering Conference in the Quality Control and Reliability Engineering (QCRE) division (2018).
  • ŸBest poster award at The Career, Research, and Innovation Development Conference (CRIDC) at Georgia Tech (2018) for the paper: Characterizing the aged state of Ni-based Superalloys based on process variables using PCA and tensor regression.
  • ŸRecipient of the high impact project from Illinois department of transportation for project ICT-R27-90 (2013)