Dr. Kamil A. Khan
Assistant Professor
Department of Chemical Engineering
1280 Main Street West,
Hamilton, ON, L8S 4L7, Canada
Driving directions and map

Office: ITB 108
Voice: +1 (905) 525 9140 extension 26821
email: kamilkhan@mcmaster.ca

Deterministic global optimization, batch and semi-batch systems, sensitivity analysis and optimization for discrete/continuous systems
Education
  • B.S.E. Chemical Engineering, Princeton University (2009)
  • M.S. Chemical Engineering Practice, Massachusetts Institute of Technology (2012)
  • Ph.D. Chemical Engineering, Massachusetts Institute of Technology (2015)
  • Director's Postdoctoral Fellow, Mathematics and Computer Science Division, Argonne National Laboratory (2015-2016)

Research Interests 

My research aims to develop efficient, reliable, and automatable methods for simulation, sensitivity analysis, and optimization of chemical process systems that present numerical difficulties. This work lies at the intersection of process systems engineering, algorithm development, and applied mathematics. Areas of particular interest include:

   nonsmooth optimization, to handle discrete switching in process systems due to changes in phase, flow regime, or operating mode,

•   deterministic global optimization, for nonconvex optimization problems arising in process safety, thermodynamics, design, and control, and

•   dynamic optimization of batch and semi-batch systems, and for use in process control. 

 

My approach involves adapting, developing, and applying tools such as:

•   automatic differentiation, for efficient sensitivity analysis,

•   adjoint sensitivity analysis, to reduce the computation required for dynamic optimization,

•   convex underestimator generation, to provide useful bounding information for global optimization, and

•   nonsmooth analysis, to model switching systems. 

 

Publications 

Listed at Google Scholar: https://scholar.google.ca/citations?user=1k5PDL0AAAAJ&hl=en