Szu Hui Ng

2.2k total citations
97 papers, 1.7k citations indexed

About

Szu Hui Ng is a scholar working on Computational Theory and Mathematics, Management Science and Operations Research and Artificial Intelligence. According to data from OpenAlex, Szu Hui Ng has authored 97 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Computational Theory and Mathematics, 44 papers in Management Science and Operations Research and 22 papers in Artificial Intelligence. Recurrent topics in Szu Hui Ng's work include Advanced Multi-Objective Optimization Algorithms (45 papers), Simulation Techniques and Applications (37 papers) and Software Reliability and Analysis Research (17 papers). Szu Hui Ng is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (45 papers), Simulation Techniques and Applications (37 papers) and Software Reliability and Analysis Research (17 papers). Szu Hui Ng collaborates with scholars based in Singapore, United States and China. Szu Hui Ng's co-authors include Min Xie, Loo Hay Lee, Yan‐Fu Li, Jun Yuan, T.N. Goh, Stephen E. Chick, Qiang Meng, Jun Yin, Xiang Li and Kien Ming Ng and has published in prestigious journals such as Applied Energy, European Journal of Operational Research and Energy Policy.

In The Last Decade

Szu Hui Ng

96 papers receiving 1.6k citations

Peers

Szu Hui Ng

MSOR

CTM

SOFTW

IME

Daniel DeLaurentis United States

Marvin Rausand Norway

Zhigeng Fang China

Jian-Bo Yang United Kingdom

K. Ponnambalam Canada

Kuei‐Hu Chang Taiwan

Abu S. M. Masud United States

İ. Kuban Altınel Türkiye

Pratyush Sen United Kingdom

Gerald J. Lieberman United States

Daniel DeLaurentis United States

Szu Hui Ng

697 ×1.6

MSOR

86 ×0.2

153 ×0.4

CTM

65 ×0.2

SOFTW

178 ×0.6

IME

Citations per year, relative to Szu Hui Ng Szu Hui Ng (= 1×) peers Daniel DeLaurentis

Countries citing papers authored by Szu Hui Ng

Since Specialization

Citations

This map shows the geographic impact of Szu Hui Ng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Szu Hui Ng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Szu Hui Ng more than expected).

Fields of papers citing papers by Szu Hui Ng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Szu Hui Ng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Szu Hui Ng. The network helps show where Szu Hui Ng may publish in the future.

Co-authorship network of co-authors of Szu Hui Ng

This figure shows the co-authorship network connecting the top 25 collaborators of Szu Hui Ng. A scholar is included among the top collaborators of Szu Hui Ng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Szu Hui Ng. Szu Hui Ng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Ng, Szu Hui, et al.. (2025). A model aggregation approach for high-dimensional large-scale optimization. European Journal of Operational Research. 329(3). 890–907. 1 indexed citations

Pedrielli, Giulia, et al.. (2017). Trust region based stochastic optimization with adaptive restart: a family of global optimization algorithms. Winter Simulation Conference. 2104–2115. 1 indexed citations

Pedrielli, Giulia, et al.. (2017). A framework for real-time monitoring of energy efficiency of marine vessels. Energy. 145. 246–260. 26 indexed citations

Pedrielli, Giulia & Szu Hui Ng. (2016). G-STAR: a new kriging-based trust region method for global optimization. Winter Simulation Conference. 803–814. 5 indexed citations

Ng, Szu Hui, et al.. (2016). Combined global and local method for stochastic simulation optimization with an AGLGP model. Winter Simulation Conference. 827–838. 1 indexed citations

Pedrielli, Giulia & Szu Hui Ng. (2015). Kriging-based simulation-optimization: a stochastic recursion perspective. Winter Simulation Conference. 3834–3845. 3 indexed citations

Ng, Szu Hui, et al.. (2015). An additive global and local gaussian process model for large data sets. Winter Simulation Conference. 505–516. 2 indexed citations

Ng, Szu Hui, et al.. (2015). An Additive Global and Local Gaussian Process model for large data sets. 2015 Winter Simulation Conference (WSC). 6 indexed citations

Chen, Xingyi, Giulia Pedrielli, & Szu Hui Ng. (2014). SNAT: simulation-based search for navigation safety. The case of Singapore strait. Winter Simulation Conference. 1819–1830. 1 indexed citations

10.

Yuan, Jun & Szu Hui Ng. (2013). An entropy based sequential calibration approach for stochastic computer models. Winter Simulation Conference. 589–600. 4 indexed citations

11.

Levitin, Gregory, et al.. (2012). False targets vs. protection in defending parallel systems against unintentional and intentional impacts. International Journal of Performability Engineering. 8(5). 465–478. 2 indexed citations

12.

Yin, Jun, Szu Hui Ng, & Kien Ming Ng. (2010). A Bayesian metamodeling approach for stochastic simulations. Winter Simulation Conference. 1055–1066. 4 indexed citations

13.

Yin, Jun, Szu Hui Ng, & Kien Ming Ng. (2010). A Bayesian metamodeling approach for stochastic simulations. Proceedings of the 2010 Winter Simulation Conference. 1055–1066. 2 indexed citations

14.

Li, Xiang, Min Xie, & Szu Hui Ng. (2010). Sensitivity analysis of release time of software reliability models incorporating testing effort with multiple change-points. Applied Mathematical Modelling. 34(11). 3560–3570. 65 indexed citations

15.

Tan, Matthias Hwai Yong & Szu Hui Ng. (2009). Estimation of the mean and variance response surfaces when the means and variances of the noise variables are unknown. IIE Transactions. 41(11). 942–956. 17 indexed citations

16.

Yin, Jun, Szu Hui Ng, & Kien Ming Ng. (2009). A study on the effects of parameter estimation on Kriging model's prediction error in stochastic simulations. Winter Simulation Conference. 674–685. 12 indexed citations

17.

Yin, Jun, Szu Hui Ng, & Kien Ming Ng. (2009). A study on the effects of parameter estimation on kriging model's prediction error in stochastic simulations. Proceedings of the 2009 Winter Simulation Conference (WSC). 674–685. 11 indexed citations

18.

Serfozo, Richard F., et al.. (2003). Simulation test bed for manufacturing analysis: benchmarking of a stochastic production planning model in a simulation testbed. Winter Simulation Conference. 1183–1191. 3 indexed citations

19.

Chick, Stephen E. & Szu Hui Ng. (2002). Simulation input analysis: joint criterion for factor identification and parameter estimation. Winter Simulation Conference. 400–406. 7 indexed citations

20.

Ng, Szu Hui. (2001). Sensitivity and uncertainty analysis of complex simulation models.. Deep Blue (University of Michigan). 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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