Dr. TAN Matthias Hwai-yong (陳怀勇)

Research Output

  1. 2021
  2. Online published

    A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input

    Li, Z. & Tan, M. H. Y., 19 Oct 2021, (Online published) In: Technometrics. 13 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  3. Published

    Maximum expected entropy transformed Latin hypercube designs

    Sheng, C., Tan, M. H. Y. & Zou, L., Sep 2021, In: Journal of Applied Statistics. 48, 12, p. 2152–2177

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  4. Published

    Multiple-target robust design with multiple functional outputs

    Jiang, F., Tan, M. H. Y. & Tsui, K., 2021, In: IISE Transactions. 53, 9, p. 1052-1066 16 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  5. Published

    Shifted log loss Gaussian process model for expected quality loss prediction in robust parameter design

    Jiang, F. & Tan, M. H., 2021, In: Quality Technology & Quantitative Management. 18, 5, p. 527-551

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  6. 2020
  7. Published

    Residual Distillation: Towards Portable Deep Neural Networks without Shortcuts

    Li, G., Zhang, J., Wang, Y., Liu, C., Tan, M., Lin, Y., Zhang, W. & 2 others, Feng, J. & Zhang, T., Dec 2020, Advances in Neural Information Processing Systems 33 (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. & Lin, H. (eds.). Curran Associates Inc., p. 8935-8946 12 p. (Advances in Neural Information Processing Systems).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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  8. Published

    Bayesian optimal designs for efficient estimation of the optimum point with generalised linear models

    Li, G., Ng, S. H. & Tan, M. H., 2020, In: Quality Technology and Quantitative Management. 17, 1, p. 89-107

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  9. Published

    Bayesian Optimization of Expected Quadratic Loss for Multiresponse Computer Experiments with Internal Noise

    Tan, M. H. Y., 2020, In: SIAM / ASA Journal on Uncertainty Quantification. 8, 3, p. 891-925

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  10. Published

    Integrated parameter and tolerance optimization of a centrifugal compressor based on a complex simulator

    Han, M., Liu, X., Huang, M. & Tan, M. H. Y., 2020, In: Journal of Quality Technology. 52, 4, p. 404-421

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  11. Published

    Nonparametric link functions with shape constraints in stochastic degradation processes: Application to emerging contaminants

    Hong, L., Tan, M. H. Y. & Ye, Z., 2020, In: Journal of Quality Technology. 52, 4, p. 370-384

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  12. 2019
  13. Published

    Gaussian Process Modeling of Finite Element Models with Functional Inputs

    Tan, M. H. Y., 2019, In: SIAM / ASA Journal on Uncertainty Quantification. 7, 4, p. 1133-1161

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  14. Published

    Gaussian Process Modeling Using the Principle of Superposition

    Tan, M. H. Y. & Li, G., 2019, In: Technometrics. 61, 2, p. 202-218

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  15. Published

    Metamodel-based Optimization of Stochastic Computer Models for Engineering Design under Uncertain Objective Function

    Li, G., Tan, M. H. & Ng, S. H., 2019, In: IISE Transactions. 51, 5, p. 517-530

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  16. 2018
  17. Published

    Gaussian process modeling with boundary information

    Tan, M. H. Y., Apr 2018, In: Statistica Sinica. 28, 2, p. 621-648

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  18. Published

    ANOVA-MOP: ANOVA DECOMPOSITION FOR MULTIOBJECTIVE OPTIMIZATION

    TABATABAEI, M., LOVISON, A., TAN, M., HARTIKAINEN, M. & MIETTINEN, K., 2018, In: SIAM Journal on Optimization. 28, 4, p. 3260-3289

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  19. Published

    Gaussian Process Modeling of a Functional Output with Information from Boundary and Initial Conditions and Analytical Approximations

    Tan, M. H., 2018, In: Technometrics. 60, 2, p. 209-221

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  20. 2017
  21. Published

    Optimal robust and tolerance design for computer experiments with mixture proportion inputs

    Han, M. & Tan, M. H. Y., Dec 2017, In: Quality and Reliability Engineering International. 33, 8, p. 2255-2267

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
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  22. Published

    Polynomial metamodeling with dimensional analysis and the effect heredity principle

    Tan, M. H. Y., 3 Apr 2017, In: Quality Technology and Quantitative Management. 14, 2, p. 195-213

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  23. Published

    Monotonic Metamodels for Deterministic Computer Experiments

    Tan, M. H. Y., 2 Jan 2017, In: Technometrics. 59, 1, p. 1-10

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
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  24. 2016
  25. Published

    Integrated parameter and tolerance design with computer experiments

    Han, M. & Tan, M. H. Y., 1 Nov 2016, In: IIE Transactions (Institute of Industrial Engineers). 48, 11, p. 1004-1015

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 21
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  26. Published

    Wind Turbine Modeling with Data-Driven Methods and Radially Uniform Designs

    Tan, M. & Zhang, Z., 1 Jun 2016, In: IEEE Transactions on Industrial Informatics. 12, 3, p. 1261-1269 7414473.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 17
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