Adrian Menzel

Predicting the complete tensile properties of additively manufactured Ti-6Al-4V by integrating three-dimensional microstructure statistics with a crystal plasticity model

Fatemeh Azhari, Chris Wallbrink, Zoran Sterjovski et al. · International Journal of Plasticity · 2021 · 51 citations

Materials Science, Engineering, Mechanical Properties +13

A machine learning accelerated inverse design of underwater acoustic polyurethane coatings

Hansani Weeratunge, Zakiya Shireen, Sagar Iyer et al. · Structural and Multidisciplinary Optimization · 2022 · 31 citations · Full text

Acoustic Methods, Ocean Acoustics, Engineering +12

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

Zakiya Shireen, Hansani Weeratunge, Adrian Menzel et al. · npj Computational Materials · 2022 · 28 citations · Full text

Bayesian coarsening: rapid tuning of polymer model parameters

Hansani Weeratunge, Dominic Robe, Adrian Menzel et al. · Rheologica Acta · 2023 · 10 citations · Full text