... Corresponding author. Email: sxg@dlut.edu.cn 24 02 2023 08 07 2023 10 07 2023 25 08 2023 pointwise ensemble of surrogate models model selection cross-validation pointwise weight calculation agent-based design design optimization metamodeling structural optimization...

... Corresponding author. Email: sxg@dlut.edu.cn Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 03 12 2021 21 03 2022 25 03 2022 27 05 2022 the ensemble of surrogate models model selection screening index...

...-validation errors aiming to fit the pointwise weights of several individual surrogate models. To avoid the negative influence of the poor individual surrogate models, the model selection problem is transformed into several optimization problems, which can be solved easily using a sophisticated optimization...

... prediction errors and on the subsequent selection was analyzed. In the second example of fatigue crack growth, the underlying phenomenon changes regimes and the domain of applicability of each model is limited. Prediction error-based model selection was used to identify these domains of applicability...

... making information management optoelectronic devices performance evaluation product design strategic planning value-of-information process design complexity management model selection optoelectronic communication photonic crystal waveguides Decision-centric perspective. From...