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

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

physics.chem-ph2022

A novel machine learning enabled hybrid optimization framework for efficient and transferable coarse-graining of a model polymer

Zakiya Shireen, Hansani Weeratunge, Adrian Menzel +4

This work presents a novel framework governing the development of an efficient, accurate, and transferable coarse-grained (CG) model of a polyether material. The proposed framework…

eess.SP2022★ 1 cited

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

Hansani Weeratunge, Zakiya Shireen, Sagar Iyer +5

Here, we report the development of a detailed "Materials Informatics" framework for the design of acoustic coatings for underwater sound attenuation through integrating Machine Lea…