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Graduate Assistant


M.S., Chemical & Biochemical Engineering, Rutgers University , 2006
B.S., Chemical Engineering, Texas A&M University, 2001



Tel: 732-445-7061
Email: edfdavis@eden.rutgers.edu

Research Interests

Process Systems Engineering, Computer-Aided Process Synthesis and Design, Modeling & Optimization under Uncertainty, Kriging, Simulation


Publications

1. E. Davis & M. Ierapetritou (2007) Adaptive Optimization of noisy black-box functions inherent in microscopic models, Comp. Chem. Eng. 31, 466-476.
2. E. Davis & M. Ierapetritou (2007) A Kriging Method for the Solution of Nonlinear Programs with Black-Box Functions, AIChE J., 53, 2001-2012.
3. E. Davis & M. Ierapetritou (2007) A Kriging Based Method for the Solution of Mixed-Integer Nonlinear Programs Containing Black-Box Functions, Submitted for publication.

Presentations

1. Adaptive Optimization of Noisy Black-Box Functions Inherent in Microscopic Models. AIChE Annual Meeting, Cincinnati, OH, November 2005.
2. A New Approach for the Solution of Noisy Black-Box Models Involving Integer variables, AIChE Annual Meeting, San Francisco, CA, November 2006.
3. A New Approach to MINLP Containing Noisy Variables and Black-Box Functions, Salt Lake City, UT, November 2007.

Teaching Assistant

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