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- W4311364686 abstract "In industrial settings, engineering products are often divided into separate components for detailed conception. They often require iterative corrections between different designers/teams to optimize the final product with all components assembled into a system. This article proposes a surrogate modeling approach with functional descriptions of parts in the model and aims to accelerate the design and optimization phase in real projects. The approach is applied to a vibration problem of a two-component plate structure, where the model estimates the dynamic behavior of the assembled system when only the properties of each individual part are available. A database is built using high-fidelity numerical simulations, and neural-network-based regressions provide reliable predictions on unseen data." @default.
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- W4311364686 date "2022-12-13" @default.
- W4311364686 modified "2023-10-01" @default.
- W4311364686 title "Functional Parametric Elasto-Dynamics for Efficient Multicomponent Design" @default.
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- W4311364686 doi "https://doi.org/10.3390/computation10120218" @default.
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