Data informed model test design with machine learning – an example in nonlinear wave load on a vertical cylinder

Model testing is common in coastal and offshore engineering. The design of such model tests is important such that the maximal information of the underlying physics can be extrapolated with a limited amount of test cases. The optimal design of experiments also requires considering the previous simil...

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Hlavní autoři: Tang, T, Ding, H, Dai, S, Chen, X, Taylor, P, Zang, J, Adcock, TAA
Médium: Journal article
Jazyk:English
Vydáno: American Society of Mechanical Engineers 2023