Principal Investigator

Ford ES&T 2220email: joseph.scott@chbe.gatech.eduphone: 404-894-4245

Ford ES&T 2220

email: joseph.scott@chbe.gatech.edu

phone: 404-894-4245

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.

Curriculum Vitae


Graduate Students

Ford ES&T 1314email: taehun.kim@gatech.edu

Ford ES&T 1314

email: taehun.kim@gatech.edu

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

Ford ES&T 1314email: dillardrobertson@gatech.edu

Ford ES&T 1314

email: dillardrobertson@gatech.edu

Dillard Robertson

B.S., Clemson University, May 2018
Ph.D., Georgia Institute of Technology, Expected May 2023

Project: Global optimization of chemical process flowsheets

Ford ES&T 1312email: djweber@gatech.edu

Ford ES&T 1312

email: djweber@gatech.edu

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

Ford ES&T 1312email: jye76@gatech.edu

Ford ES&T 1312

email: jye76@gatech.edu

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

Ford ES&T 1312email: bowenmu@gatech.edu

Ford ES&T 1312

email: bowenmu@gatech.edu

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

Ford ES&T 1314email: pengfeicheng@gatech.edu

Ford ES&T 1314

email: pengfeicheng@gatech.edu

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

Lucien_photo.jpg

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.jpg

STEPHEN FULLER

B.S., Georgia Institute of Technology, Expected May 2023

Project: Data-Driven Methods for Fault Detection


Group Alumni

Yand_BioPic2.jpg

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.jpg

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

Hakizi_Bio3.jpg

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

Shen_BioPic.jpg

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_Image.jpg

Jack Tabb

B.S., Clemson University, May 2020

Project: Simulation and optimization of pressure swing adsorption processes

Current Position: Control Systems Integrator at Ramboll

Beitz_Bio.jpeg

Adam BeitZ

B.S., Clemson University, May 2019

Project: Machine learning methods for biosensor development

Current Position: PhD student at MIT

Cody_image.jpg

CODY ALLEN

B.S., Clemson University, May 2019

Project: Stochastic simulation of renewable energy systems

Current Position: Quality Engineer at Artech Information Systems