Jia Hao

A rule-based method for automated surrogate model selection

Liangyue Jia, Reza Alizadeh, Jia Hao et al. · Advanced Engineering Informatics · 2020 · 85 citations

Computing, Data Science, Machine Learning +13

Integrating and navigating engineering design decision-related knowledge using decision knowledge graph

Jia Hao, Lei Zhao, Jelena Milisavljevic-Syed et al. · Advanced Engineering Informatics · 2021 · 77 citations

Architecture, Design, Systems Engineering +14

Knowledge map-based method for domain knowledge browsing

Jia Hao, Yan Yan, Lin Gong et al. · Decision Support Systems · 2014 · 50 citations

Management, Computer Science, Information Systems +14

A quantitative approach to design alternative evaluation based on data-driven performance prediction

Zijian Zhang, Lin Gong, Yan Jin et al. · Advanced Engineering Informatics · 2017 · 45 citations

Computing, Data Science, Systems Engineering +15

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

Reza Alizadeh, Liangyue Jia, Anand Balu Nellippallil et al. · Artificial intelligence for engineering design analysis and manufacturing · 2019 · 44 citations

Computing, Computational Engineering, Design Optimization +14