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Liangyue Jia
Liangyue Jia
Verified email at bit.edu.cn
Title
Cited by
Cited by
Year
A rule-based method for automated surrogate model selection
L Jia, R Alizadeh, J Hao, G Wang, JK Allen, F Mistree
Advanced Engineering Informatics 45, 101123, 2020
682020
Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets
R Alizadeh, L Jia, AB Nellippallil, G Wang, J Hao, JK Allen, F Mistree
AI EDAM 33 (4), 484-501, 2019
492019
A reinforcement learning based blade twist angle distribution searching method for optimizing wind turbine energy power
L Jia, J Hao, J Hall, HK Nejadkhaki, G Wang, Y Yan, M Sun
Energy 215, 119148, 2021
242021
Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge
J Hao, W Ye, L Jia, G Wang, J Allen
Advanced Engineering Informatics 49, 101342, 2021
112021
Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO)
J Hao, M Zhou, G Wang, L Jia, Y Yan
Journal of Intelligent Manufacturing 31, 2049-2067, 2020
92020
Evolutionary neural network-based method for constructing surrogate model with small scattered dataset and monotonicity experience
J Hao, W Ye, G Wang, L Jia, Y Wang
2018 5th International Conference on Soft Computing & Machine Intelligence …, 2018
42018
Lightweight Optimization Design of Unmanned Vehicle Body Structure Based on Multi-working Conditions Correlation
Z LI, L JIA, J HAO, C WANG, G WANG, Z MING, Y YAN
Acta Armamentarii 44 (11), 3529, 2023
2023
Modeling and Optimizing Multi-Stage Design With Gaussian Process Based on Surrogate Model Chain
S Yang, L Jia, J Hao, R Alizadeh
International Design Engineering Technical Conferences and Computers and …, 2022
2022
Research on Evolutionary Level Set Method and Gaussian Mixture Model Based Target Shape Design Optimization Problem
L Jia, J Hao, G Wang, Y Yan
IEEE Access 7, 104096-104107, 2019
2019
Human-in-The-Loop Optimization for Vehicle Body Lightweight Design
J Hao, R Deng, L Jia, Z Li
Available at SSRN 4703178, 0
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