# Items where Author is "Chen, T"

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**72**.

## Article

Kattou, Panayiotis, Lian, Guoping, Glavin, S, Sorrell, I and Chen, Tao
(2017)
*Development of a two-dimensional model for predicting transdermal permeation with the follicular pathway: Demonstration with a caffeine study*
Pharmaceutical Research.

Thomas, RAS, Bolt, Matthew, Bass, G, Nutbrown, R, Chen, Tao, Nisbet, Andrew and Clark, CH
(2017)
*Radiotherapy reference dose audit in the United Kingdom by the National Physical Laboratory: 20 years of consistency and improvements.*
Physics & Imaging in Radiation Oncology, 3.
pp. 21-27.

Kajero, OT, Thorpe, RB, Yao, Y, Wong, DSH and Chen, Tao
(2017)
*Meta-model based calibration and sensitivity studies of CFD simulation of jet pumps*
Chemical Engineering & Technology, 40 (9).
pp. 1674-1684.

Gao, X, Qi, L, Lyu, W, Chen, Tao and Huang, D
(2017)
*RIMER and SA based Thermal Efficiency Optimization for Fired Heaters*
FUEL, 205.
pp. 272-285.

Lemanska, Agnieszka, Chen, Tao, Dearnaley, DP, Jena, R, Sydes, MR and Faithfull, Sara
(2017)
*Symptom clusters for revising scale membership in the analysis of prostate cancer patient reported outcome measures: a secondary data analysis of the Medical Research Council RT01 trial (ISCRTN47772397)*
Quality of Life Research, 26 (8).
pp. 2103-2116.

Wang, B, Chen, Tao and Xu, A
(2017)
*Gaussian process regression with functional covariates and multivariate response*
Chemometrics and Intelligent Laboratory Systems, 163 (April).
pp. 1-6.

Wang, JG, Shen, T, Zhao, JH, Ma, SW, Wang, XF, Yao, Y and Chen, T
(2016)
*Soft-Sensing Method for Optimizing Combustion Efficiency of Reheating Furnaces*
Journal of the Taiwan Institute of Chemical Engineers.

Wu, Anthony, Lovett, D, McEwan, M, Cecelja, Franjo and Chen, Tao
(2016)
*A spreadsheet calculator for estimating biogas production and economic measures for UK-based farm-fed anaerobic digesters*
Bioresource Technology, 220 (Nov).
pp. 479-489.

Tariq, I, Chen, T, Kirkby, NF and Jena, R
(2016)
*Modelling and Bayesian adaptive prediction of individual patients’ tumour volume change during radiotherapy*
Physics in Medicine and Biology.

Kajero, Olumayowa, Thorpe, Rex and Chen, Tao
(2016)
*Kriging meta-model assisted calibration of computational fluid dynamics models*
AIChE Journal, 62 (12).
pp. 4308-4320.

Chen, T, Lian, G and Kattou, P
(2016)
*In Silico Modelling of Transdermal and Systemic Kinetics of Topically Applied Solutes: Model Development and Initial Validation for Transdermal Nicotine*
Pharmaceutical Research.

Chen, LLT, Chen, T and Chen, J
(2016)
*PID Based Nonlinear Processes Control Model Uncertainty Improvement by Using Gaussian Process Model*
Journal of Process Control, 42.
pp. 77-89.

Kajero, T, Chen, T, Yao, Y, Cheng Chuang, Y and Wong, DSH
(2016)
*Meta-modelling in chemical process system engineering*
Journal of the Taiwan Institute of Chemical Engineers.

Faithfull, S, Lemanska, A and Chen, T
(2015)
*Patient-reported Outcome Measures in Radiotherapy: Clinical Advances and Research Opportunities in Measurement for Survivorship*
Clinical Oncology, 27 (11).
pp. 679-685.

Liu, Y, Chen, T and Chen, J
(2015)
*Auto-Switch Gaussian Process Regression-Based Probabilistic Soft Sensors for Industrial Multigrade Processes with Transitions*
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 54 (18).
pp. 5037-5047.

Tariq, I, Humbert-Vidan, L, Chen, T, South, CP, Ezhil, V, Kirkby, NF, Jena, R and Nisbet, A
(2015)
*Mathematical modelling of tumour volume dynamics in response to stereotactic ablative radiotherapy for non-small cell lung cancer*
PHYSICS IN MEDICINE AND BIOLOGY, 60 (9).
pp. 3695-3713.

Gao, X, Jiang, Y, Chen, T and Huang, D
(2015)
*Optimizing scheduling of refinery operations based on piecewise linear models*
COMPUTERS & CHEMICAL ENGINEERING, 75.
pp. 105-119.

Wang, K, Chen, T, Kwa, ST, Ma, Y and Lau, R
(2014)
*Meta-modelling for fast analysis of CFD-simulated vapour cloud dispersion processes*
COMPUTERS & CHEMICAL ENGINEERING, 69.
pp. 89-97.

Gao, X, Shang, C, Jiang, Y, Huang, D and Chen, T
(2014)
*Refinery scheduling with varying crude: A deep belief network classification and multimodel approach*
AICHE JOURNAL, 60 (7).
pp. 2525-2532.

He, B, Chen, T and Yang, X
(2014)
*Root cause analysis in multivariate statistical process monitoring: Integrating reconstruction-based multivariate contribution analysis with fuzzy-signed directed graphs*
COMPUTERS & CHEMICAL ENGINEERING, 64.
pp. 167-177.

Liu, Y-J, Yao, Y and Chen, Tao
(2014)
*Nonlinear process monitoring and fault isolation using extended maximum variance unfolding*
Journal of Process Control, 24 (6).
pp. 880-891.

Lemanska, A, Cox, A, Kirkby, N, Chen, T and Faithfull, S
(2014)
*Predictive Modelling of Patient Reported Radiotherapy-Related Toxicity by the Application of Symptom Clustering and Autoregression*
International Journal of Statistics in Medical Research (3).
pp. 412-422.

Chen, T, Liu, Y and Chen, J
(2013)
*An integrated approach to active model adaptation and on-line dynamic optimisation of batch processes*
JOURNAL OF PROCESS CONTROL, 23 (10).
pp. 1350-1359.

Huang, C-C, Chen, T and Yao, Y
(2013)
*Mixture Discriminant Monitoring: A Hybrid Method for Statistical Process Monitoring and Fault Diagnosis/Isolation*
Industrial and Engineering Chemistry Research, 52 (31).
pp. 10720-10731.

Liu, YJ, Chen, T and Yao, Y
(2013)
*Nonlinear process monitoring by integrating manifold learning with Gaussian process*
Computer Aided Chemical Engineering, 32.
pp. 1009-1014.

He, B, Zhang, J, Chen, T and Yang, X
(2013)
*Penalized Reconstruction-Based Multivariate Contribution Analysis for Fault Isolation*
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 52 (23).
pp. 7784-7794.

Yan, W, Jia, X, Chen, T and Yang, Y
(2013)
*Optimization and statistical analysis of Au-ZnO/Al2O3 catalyst for CO oxidation*
JOURNAL OF ENERGY CHEMISTRY, 22 (3).
pp. 498-505.

Xu, M, Chen, T and Yang, X
(2013)
*Response to the discussion of "The effect of parameter uncertainty on achieved safety integrity of safety system"*
RELIABILITY ENGINEERING & SYSTEM SAFETY, 109.
pp. 1-2.

Ni, W, Wang, K, Chen, T, Ng, WJ and Tan, SK
(2012)
*GPR model with signal preprocessing and bias update for dynamic processes modeling*
Control Engineering Practice, 20 (12).
pp. 1281-1292.

Lau, R, Lee, PHV and Chen, T
(2012)
*Mass transfer studies in shallow bubble column reactors*
Chemical Engineering and Processing: Process Intensification, 62.
pp. 18-25.

Chen, T, Kirkby, NF and Jena, R
(2012)
*Optimal dosing of cancer chemotherapy using model predictive control and moving horizon state/parameter estimation*
Computer Methods and Programs in Biomedicine, 108 (3).
pp. 973-983.

Chi, G, Hu, S, Yang, Y and Chen, T
(2012)
*Response surface methodology with prediction uncertainty: A multi-objective optimisation approach*
Chemical Engineering Research and Design, 90 (9).
pp. 1235-1244.

He, B, Yang, X, Chen, T and Zhang, J
(2012)
*Reconstruction-based multivariate contribution analysis for fault isolation: A branch and bound approach*
Journal of Process Control, 22 (7).
pp. 1228-1236.

Goudarzi, N, Goodarzi, M, Goodarzi, M and Chen, T
(2012)
*QSAR prediction of HIV inhibition activity of styrylquinoline derivatives by genetic algorithm coupled with multiple linear regressions*
Medicinal Chemistry Research, 21 (4).
pp. 437-443.

Yan, W, Guo, Z, Jia, X, Kariwala, V, Chen, T and Yang, Y
(2012)
*Model-aided optimization and analysis of multi-component catalysts: Application to selective hydrogenation of cinnamaldehyde*
Chemical Engineering Science, 76.
pp. 26-36.

Si, R, Wang, K, Chen, T and Chen, Y
(2011)
*Chemometric determination of the length distribution of single walled carbon nanotubes through optical spectroscopy.*
Anal Chim Acta, 708 (1-2).
pp. 28-36.

Yan, W, Chen, Y, Yang, Y and Chen, T
(2011)
*Development of high performance catalysts for CO oxidation using data-based modeling*
Catalysis Today, 174 (1).
pp. 127-134.

Chen, T and Yang, Y
(2011)
*Interpretation of non-linear empirical data-based process models using global sensitivity analysis*
Chemometrics and Intelligent Laboratory Systems, 107 (1).
pp. 116-123.

Chen, T, Hadinoto, K, Yan, W and Ma, Y
(2011)
*Efficient meta-modelling of complex process simulations with time-space-dependent outputs*
Computers and Chemical Engineering, 35 (3).
pp. 502-509.

Yan, W, Hu, S, Yang, Y, Gao, F and Chen, T
(2011)
*Bayesian migration of Gaussian process regression for rapid process modeling and optimization*
Chemical Engineering Journal, 166 (3).
pp. 1095-1103.

Wang, K, Chen, T and Lau, R
(2011)
*Bagging for robust non-linear multivariate calibration of spectroscopy*
Chemometrics and Intelligent Laboratory Systems, 105 (1).
pp. 1-6.

Wang, K, Chi, G, Lau, R and Chen, T
(2011)
*MULTIVARIATE CALIBRATION OF NEAR INFRARED SPECTROSCOPY IN THE PRESENCE OF LIGHT SCATTERING EFFECT: A COMPARATIVE STUDY*
ANALYTICAL LETTERS, 44 (5).
pp. 824-836.

Xu, M, Chen, T and Yang, X
(2011)
*Optimal replacement policy for safety-related multi-component multi-state systems*
Reliability Engineering and System Safety, 99 (1).
pp. 87-95.

Ge, Z, Chen, T and Song, Z
(2011)
*Quality prediction for polypropylene production process based on CLGPR model*
Control Engineering Practice, 19 (5).
pp. 423-432.

Xu, M, Chen, T and Yang, X
(2011)
*The effect of parameter uncertainty on achieved safety integrity of safety system*
Reliability Engineering and System Safety, 99 (1).
pp. 15-23.

Kariwala, V, Odiowei, P-E, Cao, Y and Chen, T
(2010)
*A branch and bound method for isolation of faulty variables through missing variable analysis*
Journal of Process Control, 20 (10).
pp. 1198-1206.

Chen, T and Zhang, J
(2010)
*On-line multivariate statistical monitoring of batch processes using Gaussian mixture model*
COMPUTERS & CHEMICAL ENGINEERING, 34 (4).
pp. 500-507.

Tang, Q, Lau, YB, Hu, S, Yan, W, Yang, Y and Chen, T
(2010)
*Response surface methodology using Gaussian processes: Towards optimizing the trans-stilbene epoxidation over Co2+-NaX catalysts*
Chemical Engineering Journal, 156 (2).
pp. 423-431.

Chen, T and Wang, B
(2010)
*Bayesian variable selection for Gaussian process regression: Application to chemometric calibration of spectrometers*
Neurocomputing, 73 (13-15).
pp. 2718-2726.

Yao, Y, Chen, T and Gao, F
(2010)
*Multivariate statistical monitoring of two-dimensional dynamic batch processes utilizing non-Gaussian information*
Journal of Process Control, 20 (10).
pp. 1188-1197.

Chen, T
(2010)
*On reducing false alarms in multivariate statistical process control*
Chemical Engineering Research and Design, 88 (4).
pp. 430-436.

Goodarzi, M, Chen, T and Freitas, MP
(2010)
*QSPR predictions of heat of fusion of organic compounds using Bayesian regularized artificial neural networks*
Chemometrics and Intelligent Laboratory Systems, 104 (2).
pp. 260-264.

Lau, R, Hassan, MS, Wong, W and Chen, T
(2010)
*Revisit of the wall effect on the settling of cylindrical particles in the inertial regime*
Industrial and Engineering Chemistry Research, 49 (18).
pp. 8870-8876.

Chen, Y, Guo, Z, Chen, T and Yang, Y
(2010)
*Surface-functionalized TUD-1 mesoporous molecular sieve supported palladium for solvent-free aerobic oxidation of benzyl alcohol*
Journal of Catalysis, 275 (1).
pp. 11-24.

Chen, T, Martin, E and Montague, G
(2009)
*Robust probabilistic PCA with missing data and contribution analysis for outlier detection*
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 53 (10).
pp. 3706-3716.

Chen, T and Martin, E
(2009)
*Bayesian linear regression and variable selection for spectroscopic calibration.*
Anal Chim Acta, 631 (1).
pp. 13-21.

Chen, T and Ren, J
(2009)
*Bagging for Gaussian process regression*
Neurocomputing, 72 (7-9).
pp. 1605-1610.

Hossain, MI, Chen, T, Yang, Y and Lau, R
(2009)
*Determination of actual object size distribution from direct imaging*
Industrial and Engineering Chemistry Research, 48 (22).
pp. 10136-10146.

Chen, T and Sun, Y
(2009)
*Probabilistic contribution analysis for statistical process monitoring: A missing variable approach*
Control Engineering Practice, 17 (4).
pp. 469-477.

Tang, Q, Chen, Y, Zhou, CJ, Chen, T and Yang, Y
(2009)
*Statistical modelling and analysis of the aerobic oxidation of benzyl alcohol over K-Mn/C catalysts*
Catalysis Letters, 128 (1-2).
pp. 210-220.

Chen, T, Morris, J and Martin, E
(2008)
*Dynamic data rectification using particle filters*
Computers and Chemical Engineering, 32 (3).
pp. 451-462.

Chen, T, Morris, J and Martin, E
(2007)
*Gaussian process regression for multivariate spectroscopic calibration*
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 87 (1).
pp. 59-67.

Chen, T, Morris, J and Martin, E
(2007)
*Response to the discussion of "Gaussian process regression for multivariate spectroscopic calibration"*
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 87 (1).
pp. 69-71.

Chen, T, Morris, J and Martin, E
(2006)
*Probability density estimation via an infinite Gaussian mixture model: application to statistical process monitoring*
J ROY STAT SOC C-APP, 55.
pp. 699-715.

Chen, T, Morris, J and Martin, E
(2005)
*Particle filters for state and parameter estimation in batch processes*
JOURNAL OF PROCESS CONTROL, 15 (6).
pp. 665-673.

## Conference or Workshop Item

Kariwala, V, Odiowei, P-E, Cao, Y and Chen, T
(2010)
*A branch and bound method for fault isolation through missing variable analysis*
In: 9th International Symposium on Dynamics and Control of Process Systems, 2010-07-05 - 2010-07-07, Leuven, Belgium.

Chi, G, Yan, W and Chen, T
(2010)
*Iterative data-based modelling and optimization for rapid design of dynamic processes*
In: 9th International Symposium on Dynamics and Control of Process Systems, 2010-07-05 - 2010-07-07, Leuven, Belgium.

Chen, T and Zhang, J
(2009)
*On-line statistical monitoring of batch processes using Gaussian mixture model*
In: 7th IFAC International Symposium on Advanced Control of Chemical Processes, 2009-07-12 - 2009-07-15, Istanbul, Turkey.

Chen, T, Sun, Y and Zhao, SR
(2008)
*Constrained Principal Component Extraction Network*
In: 7th World Congress on Intelligent Control and Automation, 2008-06-25 - 2008-06-27, Chongqing, PEOPLES R CHINA.

Chen, T and Martin, E
(2007)
*The impact of temperature variations on spectroscopic calibration modelling: a comparative study*
In: International Chemometrics Research Meeting (ICRM 2006), 2006-05-28 - 2006-06-01, Veldhoven, NETHERLANDS.

Chen, T, Morris, J and Martin, E
(2005)
*Bayesian control limits for statistical process monitoring*
In: 5th International Conference on Control and Automation, 2005-06-26 - 2005-06-29, Hungarian Acad Sci, Budapest, HUNGARY.

Chen, T, Morris, J and Martin, E
(2004)
*Particle filters for the estimation of a state space model*
In: 14th European Symposium on Computer Aided Process Engineering (ESCAPE-14), 2004-05-16 - 2004-05-19, Lisbon, PORTUGAL.