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

Alizadeh, R; Jia, LY; Nellippallil, AB; Wang, GX; Hao, J; Allen, JK; Mistree, F

Wang, GX (reprint author), Beijing Inst Technol, Inst Ind Engn, Sch Mech Engn, Beijing, Peoples R China.

AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 2019; 33 (4): 484

Abstract

In engineering design, surrogate models are often used instead of costly computer simulations. Typically, a single surrogate model is selected based o......

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