Concepedia

Haitao Liu

HL

50

Publications

2.4K

Citations

24

H-Index

2007

Active since

Affiliations

Dalian University of Technology(Current)

Nanyang Technological University

National Physical Laboratory

Agency for Science, Technology and Research

Shenyang Aerospace University

Haitao Liu is an author at Dalian University of Technology specializing in engineering, systems engineering, and statistical inference.

Top concepts

EngineeringSystems EngineeringStatisticsData ScienceStatistical InferenceComputer ScienceMachine LearningModeling And SimulationAntennaComputer Engineering

Publications per year

2007–2024

50

Publications

50

A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

Haitao Liu, Yew-Soon Ong, Jianfei Cai · Structural and Multidisciplinary Optimization · 2017 · 419 citations

Simulation Methodology, Co-simulation, Engineering +12

Remarks on multi-output Gaussian process regression

Haitao Liu, Jianfei Cai, Yew-Soon Ong · Knowledge-Based Systems · 2018 · 288 citations

Gaussian Process, Process Control, Statistical Inference +2

A Robust Error-Pursuing Sequential Sampling Approach for Global Metamodeling Based on Voronoi Diagram and Cross Validation

Shengli Xu, Haitao Liu, Xiaofang Wang et al. · Journal of Mechanical Design · 2014 · 135 citations

Engineering, Simulation Modelling, Model Refinement +21

An adaptive sampling approach for Kriging metamodeling by maximizing expected prediction error

Haitao Liu, Jianfei Cai, Yew-Soon Ong · Computers & Chemical Engineering · 2017 · 123 citations

Adaptive Sampling Approach, Engineering, Data Science +8

Compact Smart Antenna With Electronic Beam-Switching and Reconfigurable Polarizations

Chao Gu, Steven Gao, Haitao Liu et al. · IEEE Transactions on Antennas and Propagation · 2015 · 94 citations · Full text

Electrical Engineering, Low-cost Smart Antenna, Engineering +10

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