Liangyue Jia

According to our database, Liangyue Jia authored at least 5 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Building surrogate models for engineering problems by integrating limited simulation data and monotonic engineering knowledge.

Jia Hao, Wenbin Ye, Liangyue Jia, Guoxin Wang, Janet K. Allen

Adv. Eng. Informatics, 2021

2020

Design optimization by integrating limited simulation data and shape engineering knowledge with Bayesian optimization (BO-DK4DO).

Jia Hao, Mengying Zhou, Guoxin Wang, Liangyue Jia, Yan Yan

J. Intell. Manuf., 2020

A rule-based method for automated surrogate model selection.

Liangyue Jia, Reza Alizadeh, Jia Hao, Guoxin Wang, Janet K. Allen, Farrokh Mistree

Adv. Eng. Informatics, 2020

2019

Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets.

Reza Alizadeh, Liangyue Jia, Anand Balu Nellippallil, Guoxin Wang, Jia Hao, Janet K. Allen, Farrokh Mistree

Artif. Intell. Eng. Des. Anal. Manuf., 2019

Research on Evolutionary Level Set Method and Gaussian Mixture Model Based Target Shape Design Optimization Problem.

Liangyue Jia, Jia Hao, Guoxin Wang, Yan Yan

IEEE Access, 2019