Elnaz Hajizadeh

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

Nonequilibrium molecular dynamics simulation of dendrimers and hyperbranched polymer melts undergoing planar elongational flow

Elnaz Hajizadeh, B. D. Todd, Peter J. Daivis · Journal of Rheology · 2014 · 22 citations

Engineering, Eigenvalue Ratios, Soft Matter +22

A comparative study of force fields for predicting shape memory properties of liquid crystalline elastomers using molecular dynamic simulations

Peerawat Prathumrat, Igor Sbarski, Elnaz Hajizadeh et al. · Journal of Applied Physics · 2021 · 22 citations · Full text

Engineering, Mechanical Engineering, Liquid Crystalline Elastomer +21

Shear rheology and structural properties of chemically identical dendrimer-linear polymer blends through molecular dynamics simulations

Elnaz Hajizadeh, B. D. Todd, Peter J. Daivis · The Journal of Chemical Physics · 2014 · 21 citations

Engineering, Fluid Mechanics, Mechanical Engineering +21