Dr Zakiya Shireen
Honorary (Fellow)
Department of Mechanical Engineering
11 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
Uncertainty-aware Bayesian inference of glass transition temperatures from molecular simulations
DOI: 10.1063/5.03339322026
Journal article
Interpretable surrogate modeling for polymers: A SHAP-guided framework for descriptor-level analysis
DOI: 10.1016/j.commatsci.2026.1147032026
Journal article
Bayesian Optimization in Polymer Modeling: From Coarse-Graining Foundations to Autonomous Inverse Design
DOI: 10.1002/mats.2025000812023
Journal article
Rigidity-Induced Controlled Aggregation of Binary Colloids
DOI: 10.1021/acsomega.3c049092023
Journal article
A combined experimental and molecular dynamic studies of curing of shape memory lignin-liquid crystalline elastomeric composites
DOI: 10.1016/j.compscitech.2023.1100992023
Journal article
Linear viscoelastic shear and bulk relaxation moduli in poly(tetramethylene oxide) (PTMO) using united-atom molecular dynamics
DOI: 10.1016/j.commatsci.2022.1118242022
Journal article
A machine learning enabled hybrid optimization framework for efficient coarse-graining of a model polymer
DOI: 10.1038/s41524-022-00914-4
RECENT SCHOLARLY WORKS
2022
Journal article
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings
DOI: 10.1007/s00158-022-03322-w2018
Journal article
Cage dynamics leads to double relaxation of the intermediate scattering function in a binary colloidal system
DOI: 10.1039/C8SM01474D2017
Journal article
Lattice animals in diffusion limited binary colloidal system
DOI: 10.1063/1.4996739