Principal Investigator
Joseph K. ScotT
Associate Professor, Chemical & Biomolecular Engineering
Postdoc, MIT, 2013
Ph.D., MIT, 2012 (thesis)
M.S., MIT, 2008
B.S., Wayne State University, 2006
Honors and Awards:
2014-15 Automatica Paper Prize, IFAC
2016 W. David Smith, Jr. Award, AIChE, CAST Division
2016 Air Force Young Investigator Award, AFOSR
2012 Best Paper Award, Journal of Global Optimization
Research Interests: Optimization theory and algorithms (global, dynamic, stochastic, etc.), control theory and algorithms (MPC, set-based estimation, reachability analysis, fault detection), and process modeling and simulation. Current applications include pressure swing adsorption, membrane reactors, renewable energy systems, AC power flow, aircraft flight dynamics, and robot motion planning.
Graduate Students
Taehun Kim
B.S., University of Virginia, 2015
Ph.D., Georgia Institute of Technology, Expected May 2022
Project: Modeling, simulation, and optimization of pressure swing adsorption processes
Dillard Robertson
B.S., Clemson University, May 2018
Ph.D., Georgia Institute of Technology, Expected May 2023
Project: Global optimization of chemical process flowsheets
DYLAN WEBER
B.S., Clemson University, May 2018
Ph.D., Georgia Institute of Technology, Expected May 2023
Project: Modeling, simulation, and optimization of membrane processes
JASON YE
B.S., University of Alberta, May 2016 Ph.D., Georgia Institute of Technology, Expected May 2023
Project: Guaranteed global optimization of dynamic chemical and energy systems
BOWEN MU
B.S., Tianjin University, May 2019 Ph.D, Georgia Institute of Technology, Expected May 2024
Project: Fault detection and diagnosis for uncertain nonlinear systems using set based methods
PENGFEI CHENG
B.S., Dalian University of Technology, May 2017 M.S., Carnegie Mellon University, Dec 2018 Ph.D., Georgia Institute of Technology, Expected May 2024
Project: Decomposition strategies for large-scale global optimization
Undergraduate Researchers
CAMERON McCANLESS
B.S., Georgia Institute of Technology, Expected May 2022
Project: Modeling and simulation of pressure swing adsorption Processes
Lucién Fernández
B.S., Georgia Institute of Technology, Expected Dec 2022
Project: Efficient Global Dynamic Optimization using Dynamic Cut Generation and Domain Reduction Techniques
STEPHEN FULLER
B.S., Georgia Institute of Technology, Expected May 2023
Project: Data-Driven Methods for Fault Detection
Group Alumni
Xuejiao Yang
B.S., Dalian University of Technology, 2015
Ph.D., Georgia Institute of Technology, 2020 (thesis)
Project: Fault detection and diagnosis for uncertain nonlinear systems using advanced set-based state estimation techniques
Current Position: Robotics Research Scientist at iRobot
Yuanxun Shao
B.S., East China University of Science and Technology, 2014
M.S., University of California Irvine, 2016
Ph.D., Georgia Institute of Technology, 2020 (thesis)
Project: Global optimization under uncertainty, AC optimal power flow
Current Position: Research Scientist/Software Engineer at Nuro
Alphonse Hakizimana
B.S., Henderson State University, 2013
Ph.D., Clemson University, 2019 (thesis)
Project: Integrated design and operation of renewable energy systems
Current Position: Operational Research Analyst at Eastman Chemical Company
Kai Shen
B.S., Beijing Institute of Petrochemical Tech., 2010
M.S., University of Southern California, 2012
Ph.D., Clemson University, 2019 (thesis)
Project: Rapid and accurate reachability analysis for nonlinear systems by exploiting model redundancy
Current Position: Senior Engineer at AspenTech developing software for the modeling and simulation of chemical and petroleum refining processes
Jack Tabb
B.S., Clemson University, May 2020
Project: Simulation and optimization of pressure swing adsorption processes
Current Position: Control Systems Integrator at Ramboll
Adam BeitZ
B.S., Clemson University, May 2019
Project: Machine learning methods for biosensor development
Current Position: PhD student at MIT
CODY ALLEN
B.S., Clemson University, May 2019
Project: Stochastic simulation of renewable energy systems
Current Position: Quality Engineer at Artech Information Systems