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Chemical and Biological Systems Engineering Laboratory

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Jia Gengjie

Jia Gengjie

Department of Chemical and Biomolecular Engineering
4 Engineering Drive 4 Block E5 #B-05
National University of Singapore
Singapore 117576
Tel:+65 6516 7859

I work in the Gunawan lab at National University of Singapore.

Education

Research Interests

Metabolic Model Identification Parameter Estimation and Structure Identification

In order to meet the challenges arising by incomplete and noisy data, a combined iterative approach is proposed to estimate the parameters and fill the missing information.

In order to maximize the information behind data, the stationary part and dynamic part of time series data are separated and play different roles in the parameter estimation.

For the future work, an incremental strategy will be developed to identify kinetic models including network stoichiometry and kinetic parameters from time series data.

Optimal control of crystallization processes

Journal Publications

Peer reviewed Conference Proceedings


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