Concepedia

Peng Liao

PL

4

Publications

161

Citations

4

H-Index

2020

Active since

Affiliations

Hong Kong Polytechnic University(Current)

Peng Liao is an author at Hong Kong Polytechnic University specializing in machine learning, engineering, and applied aerodynamics.

Top concepts

EngineeringMachine LearningAerodynamicsDeep LearningComputer ScienceSpace EngineeringTransfer LearningShape OptimizationOperations ResearchApplied Aerodynamics

Publications per year

2020–2022

4

Publications

4

Multi-fidelity convolutional neural network surrogate model for aerodynamic optimization based on transfer learning

Peng Liao, Wei Song, Peng Du et al. · Physics of Fluids · 2021 · 75 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Multi-surrogate multi-tasking optimization of expensive problems

Peng Liao, Chaoli Sun, Guochen Zhang et al. · Knowledge-Based Systems · 2020 · 62 citations

Mathematical Programming, Artificial Intelligence, Large-scale Global Optimization +8

Data-Driven Models for Capacity Allocation of Inpatient Beds in a Chinese Public Hospital

Ting Zhu, Peng Liao, Li Luo et al. · Computational and Mathematical Methods in Medicine · 2020 · 13 citations · Full text

Dynamic Marketing Resource Allocation with Two-Stage Decisions

Siyu Zhang, Peng Liao, Heng-Qing Ye et al. · Journal of theoretical and applied electronic commerce research · 2022 · 11 citations · Full text

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