In Pipeline
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, Elnaz Hajizadeh, Under Review
https://arxiv.org/abs/2204.13295 (2022)
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, Under Review
https://arxiv.org/abs/2202.08993 (2022)
Efficient parameterization of coarse grained force fields based on Bayesian optimization, Z. Shireen, H. Weeratunge, A.Menzel, A.W.Phillips, Kate Smith-Miles, E. Hajizadeh, In Preparation (2022)
https://arxiv.org/abs/2204.13295 (2022)
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, Under Review
https://arxiv.org/abs/2202.08993 (2022)
Efficient parameterization of coarse grained force fields based on Bayesian optimization, Z. Shireen, H. Weeratunge, A.Menzel, A.W.Phillips, Kate Smith-Miles, E. Hajizadeh, In Preparation (2022)
Published
Lignin-liquid crystalline elastomeric composites for shape memory applications, P. Prathumrata, M. Nikzad, E. Hajizadeh. I. Sabrski, Accepted in eXPRESS Polymer Letters (July 2022)
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings, H.Weeratunge, Z. Shireen, S. Iyer, A. Menzel, A.W. Phillips, S. Halgamuge, R. Sandberg, E. Hajizadeh, Structural and Multidisciplinary Optimization, 65, 213 (2022).
https://link.springer.com/content/pdf/10.1007/s00158-022-03322-w.pdf.
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, 33, 1782-1808 (2022)
https://onlinelibrary.wiley.com/doi/epdf/10.1002/pat.5652
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
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings, H.Weeratunge, Z. Shireen, S. Iyer, A. Menzel, A.W. Phillips, S. Halgamuge, R. Sandberg, E. Hajizadeh, Structural and Multidisciplinary Optimization, 65, 213 (2022).
https://link.springer.com/content/pdf/10.1007/s00158-022-03322-w.pdf.
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, 33, 1782-1808 (2022)
https://onlinelibrary.wiley.com/doi/epdf/10.1002/pat.5652
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