Esma Karagoz

  • Assistant Professor; Mechanical, Materials, and Aerospace Engineering Department
  • Adrian and Lorna Nemcek Junior Faculty Development Chair in Engineering

Education

  • Ph.D. Aerospace Engineering, Georgia Institute of Technology, 2022
  • M.S. Computational Science and Engineering, Georgia Institute of Technology, 2022
  • M.S. Aerospace Engineering, Georgia Institute of Technology, 2020
  • B.S. Aerospace Engineering, Middle East Technical University, 2015

Research Interests

Design and Optimization of Engineered Systems

  • Advanced design and optimization methods for novel engineered systems
  • Multidisciplinary design and optimization, design space exploration

Systems Engineering/Digital Engineering

  • Multi tool integration in collaborative model-based environments
  • System safety analyses in model-based systems engineering frameworks
  • Digital twins

Machine Learning for Complex System Design

  • Physics-informed learning for safety-critical systems
  • Computational decision-making techniques
  • Digital assistants for design space exploration

Publications

Google Scholar Profile

Expertise

  • Multidisciplinary Design and Optimization
  • Model-Based Systems Engineering
  • Machine Learning