Chen Tao

Tao Chen, Julian Morris and Elaine Martin, Dynamic data rectification using particle filters, Computers and Chemical Engineering, vol. 32, pp. 451-462, 2008.

Tao Chen and Elaine Martin, The impact of temperature variations on spectroscopic calibration modelling: a comparative study, Journal of Chemometrics, vol. 21, pp. 198-207, 2007.

Tao Chen, Julian Morris and Elaine Martin, Gaussian process regression for multivariate spectroscopic calibration, Chemometrics and Intelligent Laboratory Systems, vol. 87, pp. 59-67, 2007.

Tao Chen, Julian Morris and Elaine Martin, Response to the discussion of "Gaussian Process Regression for Multivariate Spectroscopic Calibration", Chemometrics and Intelligent Laboratory Systems, vol. 87, 69-71, 2007.

Tao Chen, Julian Morris and Elaine Martin, Probability density estimation via an infinite Gaussian mixture model: application to statistical process monitoring, Journal of the Royal Statistical Society C (Applied Statistics), vol. 55, pp. 699-715, 2006.

Tao Chen, Julian Morris and Elaine Martin, Particle filters for state and parameter estimation in batch processes, Journal of Process Control, vol. 15, pp. 665-673, 2005.

	Assistant Professor Chen Tao
	Division of Chemical and Biomolecular Engineering Nanyang Technological University Singapore 637459 Tel: (65) 6513 8267 Fax: (65) 6794 7553 Email: chentao@ntu.edu.sg
	Education:
	Ph.D., Chemical Engineering, Newcastle University, UK, 2006 M.E., Control Theory & Control Engineering, Tsinghua University, China, 2002 B.E., Automation, Tsinghua University, China, 2000
	Research Focus:
	Chemometrics: statistical analysis of process and analytical data Mathematical modeling and parameter estimation in chemical processes Process fault detection and dignosis Modeling, monitoring and optimization of crystallization processes
	Selected Publications:
	Tao Chen, Julian Morris and Elaine Martin, Dynamic data rectification using particle filters, Computers and Chemical Engineering, vol. 32, pp. 451-462, 2008. Tao Chen and Elaine Martin, The impact of temperature variations on spectroscopic calibration modelling: a comparative study, Journal of Chemometrics, vol. 21, pp. 198-207, 2007. Tao Chen, Julian Morris and Elaine Martin, Gaussian process regression for multivariate spectroscopic calibration, Chemometrics and Intelligent Laboratory Systems, vol. 87, pp. 59-67, 2007. Tao Chen, Julian Morris and Elaine Martin, Response to the discussion of "Gaussian Process Regression for Multivariate Spectroscopic Calibration", Chemometrics and Intelligent Laboratory Systems, vol. 87, 69-71, 2007. Tao Chen, Julian Morris and Elaine Martin, Probability density estimation via an infinite Gaussian mixture model: application to statistical process monitoring, Journal of the Royal Statistical Society C (Applied Statistics), vol. 55, pp. 699-715, 2006. Tao Chen, Julian Morris and Elaine Martin, Particle filters for state and parameter estimation in batch processes, Journal of Process Control, vol. 15, pp. 665-673, 2005.
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