In Preparation
Targeted and accelerated inverse computational design of multiblock polyurethanes through machine learning and optimisation, Z. Shireen, H. Weeratunge, A. Menzel, A.W.Phillips, Kate Smith-Miles, E. Hajizadeh (2022)
A review of optimisation algorithms for accelerated and targeted polymer design and synthesis, A. Jayawardena, J. Abdolahi, H. Weeratunge, Z. Shireen, and E. Hajizadeh, (2022)
Coarse-grained force field calibration based on Bayesian statistics for molecular dynamics simulation of a model polymer, H. Weeratunge, Z. Shireen, A.Menzel, A.W.Phillips, Kate Smith-Miles, E. Hajizadeh, (2022)
A review of optimisation algorithms for accelerated and targeted polymer design and synthesis, A. Jayawardena, J. Abdolahi, H. Weeratunge, Z. Shireen, and E. Hajizadeh, (2022)
Coarse-grained force field calibration based on Bayesian statistics for molecular dynamics simulation of a model polymer, H. Weeratunge, Z. Shireen, A.Menzel, A.W.Phillips, Kate Smith-Miles, E. Hajizadeh, (2022)
Published
A novel machine learning enabled hybrid optimization framework for efficient and transferable coarse-graining of a model polymer, Z. Shireen, H. Weeratunge, A. Menzel, Andrew W. Phillips, Ronald G. Larson, Kate Smith-Miles, and Elnaz Hajizadeh, https://arxiv.org/abs/2204.13295 (2022)
Shape Memory Elastomers: A Review of Synthesis, Design, Advanced Manufacturing, and Emerging Applications, P. Prathumrata, M. Nikzad, E. Hajizadeh, R. Arablouei, and I. Sabrski, Polymers for Advanced Technologies, 1-27 (2022)
https://onlinelibrary.wiley.com/doi/epdf/10.1002/pat.5652
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings with cylindrical void, H.Weeratunge, Z. Shireen, S. Iyer, R.Sandberg, S. Halgamuge, A. Menzel, A. Phillips, E. Hajizadeh, Submitted (2022)
Preprint is available at https://arxiv.org/abs/2203.04409
Molecular dynamics study of the linear viscoelastic shear and bulk relaxation moduli of poly(tetramethylene oxide) (PTMO)
Z. Shireen, E. Hajizadeh, PJ Daivis, C. Brandl, Submitted (2022)
https://arxiv.org/abs/2202.08993 (2022)
Predictions of polymer migration in a dilute solution between rotating eccentric cylinders, J. Xiang, E. Hajizadeh, R.G. Larson, D. Nelson, Journal of Rheology, 65, 1311 (2021)
https://doi.org/10.1122/8.0000330
A comparative study of force fields for predicting shape memory properties of liquid crystalline elastomers using molecular dynamic simulations, P. Prathumart, I. Sbarski, E. Hajizadeh, and M. Nikzad, Journal of Applied Physics, 129, 155101 (2021); https://doi.org/10.1063/5.0044197
A novel hybrid population balance—Brownian dynamics method for simulating the dynamics of polymer-bridged colloidal latex particle suspensions, E. Hajizadeh, S. Yu, S. Wang, and R.G. Larson
Journal of Rheology, 62, 235 (2018); https://doi.org/10.1122/1.4996064
Stress-gradient-induced polymer migration in Taylor–Couette flow, E. Hajizade and R. G. Larson
Soft Matter, 13, 5942-5949 (2017); https://doi.org/10.1039/C7SM00821J
Stress-gradient-induced polymer migration: Perturbation theory and comparisons to stochastic simulations, G. Zhu, H. Rezvantalab, E. Hajizadeh, X. Wang. R. G. Larson
Journal of Rheology, 60, 327 (2016); https://doi.org/10.1122/1.4942252
A molecular dynamics investigation of the planar elongational rheology of chemically identical dendrimer-linear polymer blends, E. Hajizadeh, B. D. Todd, and P. J. Daivis
J. Chem. Phys. 142, 174911 (2015); https://doi.org/10.1063/1.4919654
Shear rheology and structural properties of chemically identical dendrimer-linear polymer blends through molecular dynamics simulations, E. Hajizadeh, B. D. Todd, and P. J. Daivis
J. Chem. Phys. 141, 194905 (2014); https://doi.org/10.1063/1.4901721
Nonequilibrium molecular dynamics simulation of dendrimers and hyperbranched polymer melts undergoing planar elongational flow, E. Hajizadeh, B. D. Todd, and P. J. Daivis
Journal of Rheology, 58, 281 (2014); https://doi.org/10.1122/1.4860355
Shape Memory Elastomers: A Review of Synthesis, Design, Advanced Manufacturing, and Emerging Applications, P. Prathumrata, M. Nikzad, E. Hajizadeh, R. Arablouei, and I. Sabrski, Polymers for Advanced Technologies, 1-27 (2022)
https://onlinelibrary.wiley.com/doi/epdf/10.1002/pat.5652
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings with cylindrical void, H.Weeratunge, Z. Shireen, S. Iyer, R.Sandberg, S. Halgamuge, A. Menzel, A. Phillips, E. Hajizadeh, Submitted (2022)
Preprint is available at https://arxiv.org/abs/2203.04409
Molecular dynamics study of the linear viscoelastic shear and bulk relaxation moduli of poly(tetramethylene oxide) (PTMO)
Z. Shireen, E. Hajizadeh, PJ Daivis, C. Brandl, Submitted (2022)
https://arxiv.org/abs/2202.08993 (2022)
Predictions of polymer migration in a dilute solution between rotating eccentric cylinders, J. Xiang, E. Hajizadeh, R.G. Larson, D. Nelson, Journal of Rheology, 65, 1311 (2021)
https://doi.org/10.1122/8.0000330
A comparative study of force fields for predicting shape memory properties of liquid crystalline elastomers using molecular dynamic simulations, P. Prathumart, I. Sbarski, E. Hajizadeh, and M. Nikzad, Journal of Applied Physics, 129, 155101 (2021); https://doi.org/10.1063/5.0044197
A novel hybrid population balance—Brownian dynamics method for simulating the dynamics of polymer-bridged colloidal latex particle suspensions, E. Hajizadeh, S. Yu, S. Wang, and R.G. Larson
Journal of Rheology, 62, 235 (2018); https://doi.org/10.1122/1.4996064
Stress-gradient-induced polymer migration in Taylor–Couette flow, E. Hajizade and R. G. Larson
Soft Matter, 13, 5942-5949 (2017); https://doi.org/10.1039/C7SM00821J
Stress-gradient-induced polymer migration: Perturbation theory and comparisons to stochastic simulations, G. Zhu, H. Rezvantalab, E. Hajizadeh, X. Wang. R. G. Larson
Journal of Rheology, 60, 327 (2016); https://doi.org/10.1122/1.4942252
A molecular dynamics investigation of the planar elongational rheology of chemically identical dendrimer-linear polymer blends, E. Hajizadeh, B. D. Todd, and P. J. Daivis
J. Chem. Phys. 142, 174911 (2015); https://doi.org/10.1063/1.4919654
Shear rheology and structural properties of chemically identical dendrimer-linear polymer blends through molecular dynamics simulations, E. Hajizadeh, B. D. Todd, and P. J. Daivis
J. Chem. Phys. 141, 194905 (2014); https://doi.org/10.1063/1.4901721
Nonequilibrium molecular dynamics simulation of dendrimers and hyperbranched polymer melts undergoing planar elongational flow, E. Hajizadeh, B. D. Todd, and P. J. Daivis
Journal of Rheology, 58, 281 (2014); https://doi.org/10.1122/1.4860355