Search Results for author: Sagar Iyer

Found 1 papers, 0 papers with code

A machine learning accelerated inverse design of underwater acoustic polyurethane coatings with cylindrical voids

no code implementations2 Mar 2022 Hansani Weeratunge, Zakiya Shireen, Sagar Iyer, Richard Sandberg, Saman Halgamuge, Adrian Menzel, Andrew Phillips, Elnaz Hajizadeh

Here, we report the development of a detailed "Materials Informatics" framework for the design of acoustic coatings for underwater sound attenuation through integrating Machine Learning (ML) and statistical optimization algorithms with a Finite Element Model (FEM).

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