Liangyue Jia

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Model Selection

Parametric Active Contours

Hyperparameters

Simulation Data

Top Venues

Adv. Eng. Informatics

J. Intell. Manuf.

Artif. Intell. Eng. Des. Anal. Manuf.

Publications

Jia Hao, Wenbin Ye, Liangyue Jia, Guoxin Wang, Janet K. Allen
Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge. Adv. Eng. Informatics 49 (2021)
Liangyue Jia, Reza Alizadeh, Jia Hao, Guoxin Wang, Janet K. Allen, Farrokh Mistree
A rule-based method for automated surrogate model selection. Adv. Eng. Informatics 45 (2020)
Jia Hao, Mengying Zhou, Guoxin Wang, Liangyue Jia, Yan Yan
Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO). J. Intell. Manuf. 31 (8) (2020)
Liangyue Jia, Jia Hao, Guoxin Wang, Yan Yan
Research on Evolutionary Level Set Method and Gaussian Mixture Model Based Target Shape Design Optimization Problem. IEEE Access 7 (2019)
Reza Alizadeh, Liangyue Jia, Anand Balu Nellippallil, Guoxin Wang, Jia Hao, Janet K. Allen, Farrokh Mistree
Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets. Artif. Intell. Eng. Des. Anal. Manuf. 33 (4) (2019)