Henry Lam

2.2k citations

120 papers · 1.3k · 1 hit paper · h-index 15

Impact in

Automotive Engineering top 2%
- Autonomous Vehicle Technology and Safety
Management Science and Operations Research top 1%
- Simulation Techniques and Applications
- Probability and Risk Models
- Risk and Portfolio Optimization

Papers in

Management Science and Operations Research 83
- Probability and Risk Models 31
- Simulation Techniques and Applications 31
- Risk and Portfolio Optimization 25
Statistics and Probability 43
- Statistical Methods and Inference 21

Co-authors: Ding Zhao (22 shared papers)David J. LeBlanc (6 shared papers)Huei Peng (5 shared papers)José Blanchet (19 shared papers)Zhiyuan Huang (23 shared papers)Kazutoshi Nobukawa (2 shared papers)Christopher S. Pan (2 shared papers)Shan Bao (2 shared papers)
Journals: Operations Research (10 papers)IEEE Transactions on Intelligent Transportation Systems (3 papers)INFORMS journal on computing (2 papers)Mathematics of Operations Research (2 papers)Operations Research Letters (2 papers)
Partner nations: United States China Hong Kong

In The Last Decade

Henry Lam

104 papers receiving 1.3k citations

Henry Lam's Hit Papers

align trajectories log scale

Accelerated Evaluation of Automated Vehicles Safety in Lane-Change Scenarios Based on Importance Sampling Techniques 2016 · 308 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2016 IEEE Transactions on Intelligent Transportation Systems

Peers

Countries citing papers authored by Henry Lam

Since Specialization

Citations

This map shows the geographic impact of Henry Lam'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 Henry Lam with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Henry Lam more than expected).

Fields of papers citing papers by Henry Lam

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Henry Lam. 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 Henry Lam. The network helps show where Henry Lam may publish in the future.

Co-authors

The 25 scholars most cited alongside Henry Lam, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Henry Lam Line = papers co-authored together Henry Lam links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 120 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Accelerated Evaluation of Automated Vehicles Safety in Lane-Change Scenarios Based on Importance Sampling Techniques IEEE Transactions on Intelligent Transportation Systems ·Ding Zhao, Henry Lam, Huei Peng, Shan Bao, David J. LeBlanc, Kazutoshi Nobukawa, Christopher S. Pan Hit paper breakdown →	2016	308
2	Accelerated Evaluation of Automated Vehicles in Car-Following Maneuvers IEEE Transactions on Intelligent Transportation Systems ·Ding Zhao, Xianan Huang, Huei Peng, Henry Lam, David J. LeBlanc	2017	179
3	Robust Sensitivity Analysis for Stochastic Systems Mathematics of Operations Research ·Henry Lam	2016	71
4	Accelerated Evaluation of Automated Vehicles Using Piecewise Mixture Models IEEE Transactions on Intelligent Transportation Systems ·Zhiyuan Huang, Henry Lam, David J. LeBlanc, Ding Zhao	2017	64
5	State-dependent importance sampling for rare-event simulation: An overview and recent advances José Blanchet, Henry Lam	2011	42
6	Advanced tutorial: Input uncertainty and robust analysis in stochastic simulation 2016 Winter Simulation Conference (WSC) ·Henry Lam	2016	37
7	Advanced tutorial: input uncertainty and robust analysis in stochastic simulation Winter Simulation Conference ·Henry Lam	2016	24
8	Evaluation of automated vehicles in the frontal cut-in scenario — An enhanced approach using piecewise mixture models Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc, Huei Peng	2017	23
9	The empirical likelihood approach to quantifying uncertainty in sample average approximation Operations Research Letters ·Henry Lam, Enlu Zhou	2017	23
10	Rare-event Simulation for Neural Network and Random Forest Predictors ACM Transactions on Modeling and Computer Simulation ·Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao	2022	20
11	Tail Analysis Without Parametric Models: A Worst-Case Perspective Operations Research ·Henry Lam, Clémentine Mottet	2017	19
12	Maximum Likelihood Estimation by Monte Carlo Simulation: Toward Data-Driven Stochastic Modeling Operations Research ·Yijie Peng, Michael C. Fu, Bernd Heidergott, Henry Lam	2020	19
13	Rare event simulation for a slotted time M/G/s model Queueing Systems ·José Blanchet, Peter W. Glynn, Henry Lam	2009	19
14	A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods Zhiyuan Huang, Yaohui Guo, Mansur Arief, Henry Lam, Ding Zhao	2018	18
15	Efficient Learning for Clustering and Optimizing Context-Dependent Designs Operations Research ·Haidong Li, Henry Lam, Yijie Peng	2022	15
16	Uncertainty Quantification of Stochastic Simulation for Black-box Computer Experiments Methodology And Computing In Applied Probability ·Youngjun Choe, Henry Lam, Eunshin Byon	2017	14
17	Adaptive importance sampling for extreme quantile estimation with stochastic black box computer models Naval Research Logistics (NRL) ·Qiyun Pan, Eunshin Byon, Young Myoung Ko, Henry Lam	2020	14
18	Accelerated Evaluation of Automated Vehicles in Lane Change Scenarios Ding Zhao, Huei Peng, Henry Lam, Shan Bao, Kazutoshi Nobukawa, David J. LeBlanc, Christopher S. Pan	2015	13
19	An accelerated testing approach for automated vehicles with background traffic described by joint distributions Zhiyuan Huang, Henry Lam, Ding Zhao	2017	13
20	Rare-Event Simulation for Many-Server Queues Mathematics of Operations Research ·José Blanchet, Henry Lam	2014	12

About Henry Lam

Henry Lam is a scholar working on Management Science and Operations Research, Statistics and Probability, Artificial Intelligence, Statistics, Probability and Uncertainty and Demography, having authored 120 papers that have together received 1.3k indexed citations. Recurring topics across this work include Probability and Risk Models (31 papers), Simulation Techniques and Applications (31 papers), Risk and Portfolio Optimization (25 papers), Probabilistic and Robust Engineering Design (23 papers), Statistical Methods and Inference (21 papers), Insurance, Mortality, Demography, Risk Management (16 papers), Advanced Multi-Objective Optimization Algorithms (13 papers) and Advanced Queuing Theory Analysis (12 papers). The work is most often cited by research in Automotive Engineering (518 citations), Management Science and Operations Research (512 citations), Statistics, Probability and Uncertainty (223 citations), Safety, Risk, Reliability and Quality (210 citations) and Statistics and Probability (184 citations). Henry Lam has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Ding Zhao, David J. LeBlanc, Huei Peng, José Blanchet, Zhiyuan Huang, Kazutoshi Nobukawa, Christopher S. Pan, Shan Bao, Xianan Huang and Enlu Zhou. Their work appears in journals such as Operations Research, IEEE Transactions on Intelligent Transportation Systems, INFORMS journal on computing, Mathematics of Operations Research and Operations Research Letters.

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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Henry Lam

Henry Lam's Hit Papers

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About Henry Lam

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