User:Yunfei Chu

About Me
Howdy, I am Yunfei Chu, a Ph.D. student in Texas A&M University.

Research Interests
 Mathematical modeling and sensitivity analysis of complex systems Optimal experimental design Robust parameter estimation Design and implementation of model predictive control Efficient solution to large scale ill-conditioned optimization problems Simplification of complex nonlinear model Nonlinear state filtering and soft sensor design 

Journal Publications
<ul> <li>[1] Chu, Y. and Hahn, J. "Quantitative optimal experimental design using global sensitivity analysis via quasi linearization", ''Ind. Eng. Chem. Res.'', in press, 2010.</li> <li>[2] Chu, Y., Huang, Z. and Hahn, J. "Improving prediction capabilities of complex dynamic models via parameter selection and estimation", ''Chem. Eng. Sci.'', 64 (19): 4178-4185, 2009.</li> <li>[3] Chu, Y. and Hahn, J. "Parameter set selection via clustering of parameters into pairwise indistinguishable groups of parameters", ''Ind. Eng. Chem. Res.'', 48 (13): 6000-6009, 2009.</li> <li>[4] Chu, Y. and Hahn, J. "Integrating parameter selection with experimental design under uncertainty for nonlinear dynamic systems", AICHE J., 54 (9): 2310-2320, 2008.</li> <li>[5] Chu, Y. and Hahn, J. "Parameter set selection for estimation for nonlinear dynamic systems", AICHE J., 53 (11): 2858-2870, 2007.</li> <li>[6] Chu, Y., Jayaraman, A. and Hahn, J. "Parameter sensitivity analysis of IL-6 signalling pathways", ''IET Syst. Biol.'', 1 (6): 342-352, 2007.</li> <li>[7] Chu, Y. and Hahn, J. "Development of Parameter Sensitivity Analysis Techniques for Studying Interactions among Parameters and Application to Systems Biology", ''Dyn. Contin. Discrete Impul. Syst.-Ser. B'' 14 (2): 220-226, 2007.</li> <li>[8] Chu, Y., Xu, W. and Wan, W. "Dynamic modeling and analysis of the closed-circuit grinding-classification process", ''J. Univ. Sci. Technol. Beijing'', 12 (2): 111-115, 2005.</li> <li>[9] Huang, Z., Chu, Y. and Hahn, J. "Model Simplification Procedure for Signal Transduction Pathway Models: An Application to IL-6 Signaling", ''Chem. Eng. Sci.'', In press, 2010.</li> <li>[10] Huang, Z., Chu, Y., Cunha, B. and Hahn, J. "Generalization of a Procedure for Computing Transcription Factor Profiles", ''IET Syst. Biol.'', in press, 2010.</li> </ul>