Heterogeneous Nucleation and Self-Nucleation of Isotactic Polypropylene Microdroplets in Immiscible Blends: From Nucleation to Growth-Dominated Crystallization
Open accessAbstract
Nucleating agents (NAs) are widely used for speeding up processing and tuning the final optical and mechanical properties. Despite their industrial importance, the search for highly efficient NAs is still mainly empirical. In this work, the heterogeneous nucleation process of isotactic polypropylene (i-PP) droplets containing nucleating agents (i.e., sodium benzoate (SB), (4,6-di-tert-butylphenyl)phosphate (NA-11), quinacridone quinone (QQ)) dispersed in an immiscible polystyrene matrix has been studied by differential scanning calorimetry (DSC) using an isothermal step crystallization protocol. When semicrystalline polymers are confined into isolated micro- or nanodomains, nucleation can kinetically control the overall crystallization. Differently, in a bulk polymer, the contributions of the nucleation and growth steps to the overall crystallization rate are commonly of similar importance. In the studied system, it is shown for the first time that the crystallization of nucleated i-PP droplets exhibits a first-order kinetics, with characteristic times much larger than those required for the crystals to grow and occupy the whole microdomain volume. Therefore, the kinetics of heterogeneous nucleation can be directly assessed. On the contrary, when neat i-PP droplets are self-nucleated, the crystallization kinetics shows a sigmoidal trend, with times comparable to those for the crystal space filling. This indicates the absence of any primary nucleation barrier for ideally self-nucleated PP melts, or at least that this nucleation barrier is negligible in comparison to the one for secondary nucleation/crystal growth. For the first time, it is evidenced that, as long as nucleation is the rate-determining step in the overall crystallization kinetics, a first-order kinetics can be obtained for both homo- or heterogeneously nucleated droplets in immiscible blends. A novel way to calculate an "intrinsic"nucleation efficiency, based on the derived free-energy barriers of the different NAs, is proposed. This fundamental knowledge of heterogeneous nucleation can serve as a tool for a more rational search for new nucleating agents and can provide a method to unambiguously identify the origin of multiple-crystallization exotherms in fractionated crystallization of immiscible blends.
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Equation 6 has been applied to describe crystallization kinetics of several immiscible blends with droplet morphology, namely PS/PA6, compatibilized ethylene/1-octene copolymer/PA6, and neat and nucleated PS/iPP blends.
“In the literature, Equation 6has been applied to describe the crystallization kinetics of several immiscible blends with droplet morphology, namely PS/PA6 [34] , compatibilized ethylene/1-octene copolymer/PA6 [35] , and more recently neat and nucleated PS/iPP blends [7] .”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
Wang et al. demonstrated that first-order kinetics can also be associated with heterogeneously nucleated droplets.
“More recently, Wang et al. demonstrated that a firstorder kinetics can also be associated with heterogeneously nucleated droplets [7] (see section 3.1 ).”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
Crystallization of iPP micro-droplets containing 0.25 wt% NA-11 showed first-order kinetics with Avrami index around 1.0, suggesting heterogeneous nucleation was the rate-determining step for the entire crystallization process.
“Crystallization of iPP micro-droplets containing 0.25 wt % NA-11 showed a first-order kinetics with Avrami index around 1.0, suggesting that heterogeneous nucleation was the rate-determining step for the entire crystallization process.”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
All iPP droplets nucleated on known or unknown heterogeneities exclusively showed nucleation-controlled first-order kinetics.
“All the iPP droplets nucleated on known or unknown heterogeneities (e.g., NAs, PS surface or type B heterogeneities) exclusively showed a nucleation controlled first-order kinetics, which can be further analyzed based on the classical heterogeneous nucleation model [343] to derive the interfacial free energy difference, σ , between the heterogeneities and the crystallizing polymer.”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
Among all alpha-form crystal nucleating agents, NA-11 is the most efficient to nucleate iPP, exhibiting the lowest sigma.
“It can be seen that, among all the α form crystal nucleating agents, NA-11 is the most efficient one to nucleate iPP, exhibiting the lowest σ .”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
Ideally self-nucleated iPP droplets showed a sigmoidal crystallization curve with Avrami index around 3.0, indicating that nucleation is very fast due to self-nuclei and does not contribute to kinetics, while crystal growth dominates the entire crystallization process.
“However, ideally self-nucleated iPP droplets showed a sigmoidal crystallization curve with Avrami index around 3.0, indicating that the nucleation process is very fast (due to the presence of self-nuclei), hence it does not contribute to the kinetics, while crystal growth dominates the entire crystallization process.”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
The concentration of nucleating agents has no effect on the derived intrinsic nucleation efficiency.
“It is worth to note that the concentration of NAs was demonstrated to have no effect on the derived intrinsic nucleation efficiency.”
From Fractionated crystallization in semicrystalline polymers (2021) · cites this paper as [7]
Cites
Reference Module in Materials Science and Materials Engineering
Macovez, R., & Rudolf, P. (2016) · Elsevier eBooks · Cited by 1,882 · see citing works
Treatise on Solid State Chemistry
(1976) · Springer eBooks · doi:10.1007/978-1-4613-4316-5 · Cited by 1,416 · see citing works
(1976) · Elsevier eBooks · doi:10.1016/b978-0-12-765602-1.x5001-0 · Cited by 1,059 · see citing works
Kinetics of Solidification of Supercooled Liquid Mercury Droplets
Turnbull, D. (1952) · The Journal of Chemical Physics · doi:10.1063/1.1700435 · Cited by 754 · see citing works
Varga, J. (2002) · Journal of Macromolecular Science Part B · doi:10.1081/mb-120013089 · Cited by 730 · see citing works
The Rate of Crystallization of Linear Polymers with Chain Folding
Hoffman, J., Davis, G. T., & Lauritzen, J. I. (1976) · Springer eBooks · doi:10.1007/978-1-4684-2664-9_7 · Cited by 706 · see citing works
Lorenzo, A. T., Arnal, M. L., Albuerne, J., & Müller, A. J. (2006) · Polymer Testing · doi:10.1016/j.polymertesting.2006.10.005 · Cited by 704 · see citing works
Self-citationFillon, B., Wittmann, J. C., Lotz, B., & Thierry, A. (1993) · Journal of Polymer Science Part B Polymer Physics · doi:10.1002/polb.1993.090311013 · Cited by 653 · see citing works
Microscopic Observation of the Solidification of Small Metal Droplets
Turnbull, D., & Cech, R. E. (1950) · Journal of Applied Physics · doi:10.1063/1.1699763 · Cited by 561 · see citing works
Fillon, B., Lotz, B., Thierry, A., & Wittmann, J. C. (1993) · Journal of Polymer Science Part B Polymer Physics · doi:10.1002/polb.1993.090311014 · Cited by 370 · see citing works
Confined crystallization of polymeric materials
Michell, R. M., & Müller, A. J. (2016) · Progress in Polymer Science · doi:10.1016/j.progpolymsci.2015.10.007 · Cited by 351 · see citing works
Self-citationKinetics of Crystal Nucleation in Polyethylene
Cormia, R. L., Price, F. P., & Turnbull, D. (1962) · The Journal of Chemical Physics · doi:10.1063/1.1733282 · Cited by 335 · see citing works
Polymer crystallization confined in one, two or three dimensions
Loo, Y.-L., Register, R. A., Ryan, A. J., & Dee, G. T. (2001) · Macromolecules · doi:10.1021/ma011521p · Cited by 324 · see citing works
Cloning polymer single crystals through self-seeding
Xu, J., Ma, Y., Hu, W., Rehahn, M., & Reiter, G. (2009) · Nature Materials · doi:10.1038/nmat2405 · Cited by 286 · see citing works
Variation with temperature of the nucleation rate of supercooled liquid tin and water drops
Vonnegut, B. (1948) · Journal of Colloid Science · doi:10.1016/s0095-8522(48)90049-x · Cited by 254 · see citing works
Effect of annealing time on the self-nucleation behavior of semicrystalline polymers
Lorenzo, A. T., Arnal, M. L., Sánchez, J. J., & Müller, A. J. (2006) · Journal of Polymer Science Part B: Polymer Physics · doi:10.1002/polb.20832 · Cited by 245 · see citing works
Self-citationKinetics of Crystal Nucleation in Some Normal Alkane Liquids
Turnbull, D., & Cormia, R. L. (1961) · The Journal of Chemical Physics · doi:10.1063/1.1731681 · Cited by 244 · see citing works
Binsbergen, F. L. (1970) · Polymer · doi:10.1016/0032-3861(70)90036-4 · Cited by 217 · see citing works
Strong Memory Effect of Crystallization above the Equilibrium Melting Point of Random Copolymers
Reid, B. O., Vadlamudi, M., Mamun, A., Janani, H., Gao, H., Hu, W., & Alamo, R. G. (2013) · Macromolecules · doi:10.1021/ma400839d · Cited by 196 · see citing works
Melting memory effect of the β-modification of polypropylene
Varga, J. (1986) · Journal of Thermal Analysis and Calorimetry · doi:10.1007/bf01913897 · Cited by 194 · see citing works
Massa, M. V., & Dalnoki-Veress, K. (2004) · Physical Review Letters · doi:10.1103/physrevlett.92.255509 · Cited by 192 · see citing works
Advanced nucleating agents for polypropylene
Libster, D., Aserin, A., & Garti, N. (2007) · Polymers for Advanced Technologies · doi:10.1002/pat.970 · Cited by 192 · see citing works
Frozen topology: entanglements control nucleation and crystallization in polymers
Luo, C., & Sommer, J.-U. (2014) · Physical Review Letters · doi:10.1103/physrevlett.112.195702 · Cited by 183 · see citing works
Heterogeneous nucleating agents for polypropylene crystallization
Beck, H. N. (1967) · Journal of Applied Polymer Science · doi:10.1002/app.1967.070110505 · Cited by 177 · see citing works
Wittmann, J. C., Hodge, A. M., & Lotz, B. (1983) · Journal of Polymer Science Polymer Physics Edition · doi:10.1002/pol.1983.180211207 · Cited by 176 · see citing works
Michell, R. M., Mugica, A., Zubitur, M., & Müller, A. J. (2015) · Advances in Polymer Science · doi:10.1007/12_2015_327 · Cited by 159 · see citing works
Self-citationMüller, A. J., Albuerne, J., Marquez, L., Raquez, J.-M., Degée, P., Dubois, P., Hobbs, J., & Hamley, I. W. (2005) · Faraday Discuss. · doi:10.1039/b403085k · Cited by 141 · see citing works
Self-citationEfficiency scale for polymer nucleating agents
Fillon, B., Thierry, A., Lotz, B., & Wittmann, J. C. (1994) · Journal of Thermal Analysis and Calorimetry · doi:10.1007/bf02546745 · Cited by 137 · see citing works
Lorenzo, A. T., & Müller, A. J. (2008) · Journal of Polymer Science Part B Polymer Physics · doi:10.1002/polb.21483 · Cited by 131 · see citing works
Self-citationHomogeneous nucleation of the dispersed crystallisable component of immiscible polymer blends
Santana, O. O., & M�ller, A. J. (1994) · Polymer Bulletin · doi:10.1007/bf00587890 · Cited by 117 · see citing works
Self-citationCastillo, R. V., Arnal, M. L., Müller, A. J., Hamley, I. W., Castelletto, V., Schmalz, H., & Abetz, V. (2008) · Macromolecules · doi:10.1021/ma0718907 · Cited by 96 · see citing works
Self-citationMassa, M. V., Carvalho, J. L., & Dalnoki‐Veress, K. (2003) · The European Physical Journal E · doi:10.1140/epje/i2003-10045-3 · Cited by 91 · see citing works
Communication: Theory of melt-memory in polymer crystallization
Muthukumar, M. (2016) · The Journal of Chemical Physics · doi:10.1063/1.4959583 · Cited by 91 · see citing works
Primary nucleation and spherulite growth rate in isotactic polypropylene-polystyrene blends
Bartczak, Z., Gałęski, A., & Krasnikova, N. P. (1987) · Polymer · doi:10.1016/0032-3861(87)90002-4 · Cited by 90 · see citing works
Kinetics of crystal nucleation in molten isotactic polypropylene
Burns, J. R., & Turnbull, D. (1966) · Journal of Applied Physics · doi:10.1063/1.1707969 · Cited by 90 · see citing works
Tol, R. T., Mathot, V., & Groeninckx, G. (2004) · Polymer · doi:10.1016/j.polymer.2004.10.085 · Cited by 87 · see citing works
Homogeneous Bulk, Surface, and Edge Nucleation in Crystalline Nanodroplets
Carvalho, J. L., & Dalnoki-Veress, K. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.237801 · Cited by 83 · see citing works
Thermorheologically complex self-seeded melts of propylene–ethylene copolymers
Sangroniz, L., Cavallo, D., Santamaria, A., Müller, A. J., & Alamo, R. G. (2017) · Macromolecules · doi:10.1021/acs.macromol.6b02392 · Cited by 82 · see citing works
Self-citationDifferences between isotropic and self-nucleated PCL melts detected by dielectric experiments
Sangroniz, L., Alamo, R. G., Cavallo, D., Santamaría, A., Müller, A. J., & Alegría, A. (2018) · Macromolecules · doi:10.1021/acs.macromol.8b00708 · Cited by 81 · see citing works
Self-citationTol, R. T., Mathot, V. B. F., & Groeninckx, G. (2005) · Polymer · doi:10.1016/j.polymer.2004.10.070 · Cited by 80 · see citing works
Role of epitaxy of nucleating agent (NA) in nucleation mechanism of polymers
Okada, K. N., Watanabe, K., Urushihara, T., Toda, A., & Hikosaka, M. (2006) · Polymer · doi:10.1016/j.polymer.2006.10.048 · Cited by 79 · see citing works
Balsamo, V, Urdaneta, N., Pérez, L., Carrizales, P., Abetz, V, & Müller, A. J. (2004) · European Polymer Journal · doi:10.1016/j.eurpolymj.2004.01.009 · Cited by 77 · see citing works
Self-citationYoshimoto, S., Ueda, T., Yamanaka, K., Kawaguchi, A., Tobita, E., & Haruna, T. (2001) · Polymer · doi:10.1016/s0032-3861(01)00510-9 · Cited by 75 · see citing works
Fractionated Crystallization in Incompatible Polymer Blends
Frensch, H., Harnischfeger, P., & Jungnickel, B. ‐. (1989) · ACS symposium series · doi:10.1021/bk-1989-0395.ch005 · Cited by 75 · see citing works
Morales, R. A., Arnal, M. L., & M�ller, A. J. (1995) · Polymer Bulletin · doi:10.1007/bf00963138 · Cited by 69 · see citing works
Self-citationRheology of self-nucleated poly(ɛ-caprolactone) melts
Sangroniz, L., Barbieri, F., Cavallo, D., Santamaria, A., Alamo, R. G., & Müller, A. J. (2018) · European Polymer Journal · doi:10.1016/j.eurpolymj.2018.01.009 · Cited by 63 · see citing works
Fenni, S. E., Wang, J., Haddaoui, N., Favis, B. D., Müller, A. J., & Cavallo, D. (2019) · Thermochimica Acta · doi:10.1016/j.tca.2019.03.015 · Cited by 61 · see citing works
Self-citationCrystallisation of polypropylene containing nucleators
Nagasawa, S., Fujimori, A., Masuko, T., & Iguchi, M. (2005) · Polymer · doi:10.1016/j.polymer.2005.03.099 · Cited by 60 · see citing works
Lorenzo, A. T., Arnal, M. L., Müller, A. J., Boschetti-de-Fierro, A., & Abetz, V. (2007) · Macromolecules · doi:10.1021/ma070252l · Cited by 59 · see citing works
Self-citationNucleation and crystallization of blends of poly(propylene) and ethylene/α-olefin copolymers
Manaure, A. C., & Müller, A. J. (2000) · Macromolecular Chemistry and Physics · doi:10.1002/1521-3935(20000601)201:9 · Cited by 56 · see citing works
Self-citationAtomic force microscopy on epitaxially crystallized isotactic polypropylene
Lotz, B., Wittmann, J. C., Stocker, W., Magonov, S., & Cantow, H. ‐. (1991) · Polymer Bulletin · doi:10.1007/bf00297529 · Cited by 53 · see citing works
Córdova, M. E., Lorenzo, A. T., Müller, A. J., Gani, L., Tencé‐Girault, S., & Leibler, L. (2011) · Macromolecular Chemistry and Physics · doi:10.1002/macp.201100039 · Cited by 50 · see citing works
Self-citationShi, G., Liu, G., Su, C., Chen, H., Chen, Y., Su, Y., Müller, A. J., & Wang, D. (2017) · Macromolecules · doi:10.1021/acs.macromol.7b02284 · Cited by 50 · see citing works
Self-citationCrystallization Kinetics of Low Molecular Weight Fractions of Branched Polyethylenes
Lambert, W. S., & Phillips, P. J. (1994) · Macromolecules · doi:10.1021/ma00091a014 · Cited by 47 · see citing works
Electrospun-fiber induced transcrystallization of isotactic polypropylene matrix
Wang, C., Liu, F.-H., & Huang, W.-H. (2011) · Polymer · doi:10.1016/j.polymer.2011.01.036 · Cited by 44 · see citing works
Sánchez, M. S., Mathot, V., Poel, G. V., Groeninckx, G., & Bruls, W. (2006) · Journal of Polymer Science Part B Polymer Physics · doi:10.1002/polb.20738 · Cited by 43 · see citing works
Crystallization kinetics of metallocene type polypropylenes
Galante, M. J., Mandelkern, L., Alamo, R. G., Lehtinen, A., & Paukker, R. (1996) · Journal of Thermal Analysis and Calorimetry · doi:10.1007/bf01979439 · Cited by 42 · see citing works
Crystallization study on absorbable poly(p-dioxanone) polymers by differential scanning calorimetry
Andjeli, S. A., Jamiolkowski, D. D., McDivitt, J., Fischer, J., Zhou, J. J., & Vetrecin, R. (2000) · Journal of Applied Polymer Science · doi:10.1002/1097-4628(20010124)79:4 · Cited by 41 · see citing works
Surface nucleation in the crystallisation of polyethylene droplets
Carvalho, J. L., & Dalnoki‐Veress, K. (2011) · The European Physical Journal E · doi:10.1140/epje/i2011-11006-y · Cited by 34 · see citing works
Ibarretxe, J., Groeninckx, G., Bremer, L., & Mathot, V. B. F. (2009) · Polymer · doi:10.1016/j.polymer.2009.06.067 · Cited by 34 · see citing works
Crystallization and Critical Supercooling of Disperse Liquids
Kashchiev, D., Clausse, D., & Dalmazzone, C. (1994) · Journal of Colloid and Interface Science · doi:10.1006/jcis.1994.1215 · Cited by 32 · see citing works
Fractionated crystallization of α-and β-nucleated polypropylene droplets
Langhe, D. S., Keum, J. K., Hiltner, A., & Baer, E. (2011) · Journal of Polymer Science Part B Polymer Physics · doi:10.1002/polb.22162 · Cited by 31 · see citing works
Acceleration Mechanism in Critical Nucleation of Polymers by Epitaxy of Nucleating Agent
Urushihara, T., Okada, K. N., Watanabe, K., Toda, A., Kawamoto, N., & Hikosaka, M. (2009) · Polymer Journal · doi:10.1295/polymj.pj2008116 · Cited by 24 · see citing works
Phase Separation of DMDBS from PP: Effect of Polymer Molecular Weight and Tacticity
Kummara, S., Basargekar, R., & Kumaraswamy, G. (2011) · Macromolecules · doi:10.1021/ma200035s · Cited by 22 · see citing works
Feng, Y., & Jin, X. (1999) · Journal of Applied Polymer Science · doi:10.1002/(sici)1097-4628(19990620)72:12 · Cited by 21 · see citing works
Langhe, D. S., Hiltner, A., & Baer, E. (2012) · Journal of Applied Polymer Science · doi:10.1002/app.36300 · Cited by 21 · see citing works
Crystallization and orientation of isotactic poly(propylene) in cylindrical nanopores
Reid, D. K., Ehlinger, B. A., Shao, L., & Lutkenhaus, J. L. (2014) · Journal of Polymer Science Part B: Polymer Physics · doi:10.1002/polb.23577 · Cited by 17 · see citing works
Nucleation catalysis by dispersed particles
Hoffmeyer, M. K., & Perepezko, J. H. (1988) · Scripta Metallurgica · doi:10.1016/s0036-9748(88)80120-0 · Cited by 15 · see citing works
Carmeli, E., Wang, B., Moretti, P., Tranchida, D., & Cavallo, D. (2019) · Entropy · doi:10.3390/e21111068 · Cited by 13 · see citing works
Self-citationOn the metastability of β phase in isotactic polypropylene: experiments and numerical simulation
Sajkiewicz, P., Gradys, A., Ziabicki, A., & Misztal-Faraj, B. (2010) · e-Polymers · doi:10.1515/epoly.2010.10.1.1398 · Cited by 11 · see citing works
Lu, Y., Lyu, D., Cavallo, D., & Men, Y. (2018) · Polymer Crystallization · doi:10.1002/pcr2.10040 · Cited by 11 · see citing works
Self-citationArnal (2000) · doi:10.1002/1521-3935(20001101)201:17 · Cited by 8 · see citing works
Self-citationEvaluation of the fractionated crystallization of dispersed polyolefins in a polystyrene matrix
Arnal, M. L., Matos, M. E., Morales, R. A., Santana, O. O., & Müuller, A. J. (1998) · Macromolecular Chemistry and Physics · doi:10.1002/(sici)1521-3935(19981001)199:10
Flagged first, then by citations
2 of the 75 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Fractionated crystallization in semicrystalline polymers
Sangroniz, L., Wang, B., Su, Y., Liu, G., Cavallo, D., Wang, D., & Müller, A. J. (2021) · Progress in Polymer Science · doi:10.1016/j.progpolymsci.2021.101376 · Cited by 102 · see citing works
Self-citationExperimental and Data Fitting Guidelines for the Determination of Polymer Crystallization Kinetics
Pérez‐Camargo, R. A., Liu, G., Wang, D., & Müller, A. J. (2022) · Chinese Journal of Polymer Science · doi:10.1007/s10118-022-2724-2 · Cited by 99 · see citing works
Self-citationCarmeli, E., Fenni, S. E., Caputo, M. R., Müller, A. J., Tranchida, D., & Cavallo, D. (2021) · Macromolecules · doi:10.1021/acs.macromol.1c01430 · Cited by 36 · see citing works
Self-citationUnderstanding polymer nucleation by studying droplets crystallization in immiscible polymer blends
Fenni, S. E., Müller, A. J., & Cavallo, D. (2022) · Polymer · doi:10.1016/j.polymer.2022.125514 · Cited by 34 · see citing works
Self-citationTian, D., Hou, J., Liang, J., & Chen, J. (2024) · Composites Part B Engineering · doi:10.1016/j.compositesb.2024.112006 · Cited by 31 · see citing works
Hardt, J. C., Pellá, M. C. G., Meira, A. C. R., Rosenberger, A. G., Caetano, J., & Dragunski, D. C. (2021) · Journal of Molecular Liquids · doi:10.1016/j.molliq.2021.116694 · Cited by 27 · see citing works
Crystallization of a Self-Assembling Nucleator in Poly( l -lactide) Melt
Wang, W., Saperdi, A., Dodero, A., Castellano, M., Müller, A. J., Dong, X., Wang, D., & Cavallo, D. (2021) · Crystal Growth & Design · doi:10.1021/acs.cgd.1c00750 · Cited by 26 · see citing works
Self-citationCoba-Daza, S., Carmeli, E., Otaegi, I., Aranburu, N., Guerrica‐Echevarría, G., Kahlen, S., Cavallo, D., Tranchida, D., & Müller, A. J. (2022) · Polymer · doi:10.1016/j.polymer.2022.125511 · Cited by 25 · see citing works
Self-citationLiao, Y., Pan, L., Ma, Z., Cavallo, D., Liu, G., Wang, D., & Müller, A. J. (2023) · Polymer · doi:10.1016/j.polymer.2023.126184 · Cited by 22 · see citing works
Self-citationZhao, N., Zhou, C., Liu, W., Hao, F., Han, M., Pan, Z., Yuan, J., & Pan, M. (2025) · Journal of Colloid and Interface Science · doi:10.1016/j.jcis.2025.138001 · Cited by 21 · see citing works
Góra, M., Coba-Daza, S., Carmeli, E., Tranchida, D., Albrecht, A., Müller, A. J., & Cavallo, D. (2023) · Polymer · doi:10.1016/j.polymer.2023.126180 · Cited by 23 · see citing works
Self-citationCarmeli, E., Ottonello, S., Wang, B., Menyhárd, A., Müller, A. J., & Cavallo, D. (2022) · CrystEngComm · doi:10.1039/d2ce00087c · Cited by 21 · see citing works
Self-citationChen, X., Pérez‐Camargo, R. A., Ma, P., Liao, Y., Zhao, Y., Dong, J., Dong, X., Müller, A. J., & Wang, D. (2024) · Macromolecules · doi:10.1021/acs.macromol.4c02256 · Cited by 20 · see citing works
Self-citationβ-Nucleated Polypropylene: Preparation, Nucleating Efficiency, Composite, and Future Prospects
Wu, B. Z., Zheng, X. L., Xu, W., Ren, Y., Leng, H., Liang, L., De, Z., Chen, J., & Jiang, H. (2023) · Polymers · doi:10.3390/polym15143107 · Cited by 20 · see citing works
Memory Effect of Crystallization in 1-Butene/α-olefin Copolymers
Qv, C., Li, W., Zhao, R., & Ma, Z. (2022) · Chinese Journal of Polymer Science · doi:10.1007/s10118-022-2660-1 · Cited by 19 · see citing works
Fenni, S. E., Caputo, M. R., Müller, A. J., & Cavallo, D. (2022) · Macromolecules · doi:10.1021/acs.macromol.1c02487 · Cited by 21 · see citing works
Self-citationZhang, D., Ren, Y., Li, Y., Feng, Y., Zhou, B., & Liu, C. (2024) · Composites Communications · doi:10.1016/j.coco.2024.102053 · Cited by 19 · see citing works
Huang, R., Zhang, Y.-E., Xiang, A., Ma, S., Tian, H., Ouyang, Y., & Rajulu, A. V. (2022) · Journal of Polymers and the Environment · doi:10.1007/s10924-022-02408-2 · Cited by 18 · see citing works
Heterogeneous Nucleation of High-Density Polyethylene Crystals on Graphene within Microdomains
Volchko, N. W., & Rutledge, G. C. (2023) · Macromolecules · doi:10.1021/acs.macromol.3c00342 · Cited by 16 · see citing works
Self-nucleation Effect of Crystallization with Various Nucleating Agents
Zhang, D., Zhao, R., Ma, G., & Ma, Z. (2023) · Chinese Journal of Polymer Science · doi:10.1007/s10118-023-3014-3 · Cited by 15 · see citing works
Liu, Z., Chen, J., Hua, Y., Qian, L., Sun, J. C., Li, H., Gu, X., & Zhang, S. (2022) · Polymer Degradation and Stability · doi:10.1016/j.polymdegradstab.2022.110195 · Cited by 14 · see citing works
Zhang, X., Qin, W., Wu, T., & Zhao, S. (2022) · Polymer · doi:10.1016/j.polymer.2022.125500 · Cited by 13 · see citing works
Ye, H., Chen, J., Ge, J., Huang, Y., Ye, J., Qu, X., Mohideen, M. M., Wang, C., Hu, P., & Liu, Y. (2024) · Separation and Purification Technology · doi:10.1016/j.seppur.2024.130113 · Cited by 13 · see citing works
Highly Efficient Supramolecular Nucleating Agents for Poly(3-hexylthiophene)
Wenzel, F. A., Welz, H., van der Zwan, K. P., Stäter, S., Kreger, K., Hildner, R., Senker, J., & Schmidt, H. (2022) · Macromolecules · doi:10.1021/acs.macromol.1c02283 · Cited by 13 · see citing works
The effect of β-nucleating agent on the self-nucleation of isotactic polypropylene
Yang, Y., Sha, X., Wang, F., Gao, Y., Zhang, L., Wang, X., & Feng, J. (2021) · Polymer · doi:10.1016/j.polymer.2021.124009 · Cited by 12 · see citing works
Quantifying the content of various types of polypropylene in high density polyethylene blends
Hashemnejad, S. M., & Doshi, A. (2024) · Polymer Testing · doi:10.1016/j.polymertesting.2024.108577 · Cited by 11 · see citing works
Shao, Q., Long, L., Zhao, J., Li, Y., & Wang, Z. (2024) · Macromolecules · doi:10.1021/acs.macromol.4c00051 · Cited by 11 · see citing works
Xiang, J., Li, Y., Zhong, J., Lu, C.-H., & Zhang, Y. (2022) · Journal of Thermal Analysis and Calorimetry · doi:10.1007/s10973-022-11874-8 · Cited by 10 · see citing works
Liu, G., Zhao, Y.-S., Lin, M., Zhang, L., Li, G., & Liao, X. (2024) · Industrial & Engineering Chemistry Research · doi:10.1021/acs.iecr.4c00785 · Cited by 8 · see citing works
Keohavong, B., Xiang, L., Liu, J., Wang, X., Weng, Y., & Zhao, X. (2025) · Polymer · doi:10.1016/j.polymer.2025.128319 · Cited by 9 · see citing works
Zhang, R., Jariyavidyanont, K., Wang, B., Zhuravlev, E., He, X., Schick, C. H., & Androsch, R. (2025) · Polymer · doi:10.1016/j.polymer.2025.128813 · Cited by 10 · see citing works
Self-citationLiu, Y., Guan, Y., Zhai, J., Zhang, L., Lin, J., & Chen, F. (2022) · Composites Science and Technology · doi:10.1016/j.compscitech.2022.109770 · Cited by 9 · see citing works
Effect of polyacrylic salt nucleating agents on the properties of isotactic polypropylene
Nie, S., Zhong, J., Li, Y., & Zhang, Y. (2023) · Journal of Thermal Analysis and Calorimetry · doi:10.1007/s10973-023-12154-9 · Cited by 9 · see citing works
Gicheha, D., Cisse, A. N., Bhuiyan, A., & Shamim, N. (2023) · Polymers · doi:10.3390/polym15143013 · Cited by 9 · see citing works
Scoppio, A., Coba-Daza, S., Cavallo, D., Tranchida, D., & Müller, A. J. (2024) · Polymer · doi:10.1016/j.polymer.2024.127045 · Cited by 10 · see citing works
Self-citationCrystal morphology of polyurea on rapid quenching
Chonan, Y., Matsuba, G., Nishida, K., & Hu, W. (2020) · Polymer · doi:10.1016/j.polymer.2020.123201 · Cited by 9 · see citing works
Wang, B., Mathew, A., & Napolitano, S. (2021) · ACS Macro Letters · doi:10.1021/acsmacrolett.1c00123 · Cited by 9 · see citing works
Self-citationToward durable anti/de-icing technologies: liquid-like surfaces with engineered abrasion resistance
Yan, Y., Yang, F., Wu, D., Asghar, M. S., & Guo, Z. (2025) · Materials Horizons · doi:10.1039/d5mh00769k · Cited by 8 · see citing works
Crystallization studies on heterogeneous melts of polybutene-1
Lu, Y., Wang, B., Jia, N., Chen, J., Shen, C., & Zhang, B. (2022) · Polymer · doi:10.1016/j.polymer.2022.125408 · Cited by 8 · see citing works
Self-citationAdvancement of bottom-up precipitation synthesis and applications of barium sulphate nanoparticles
Zunita, M., Adityawarman, D., Iskandar, E., & Ramadhan, R. R. (2025) · RSC Advances · doi:10.1039/d5ra02597d · Cited by 7 · see citing works
Sha, X., Yang, Y., Tie, W., Tian, X., & Feng, J. (2023) · ACS Applied Polymer Materials · doi:10.1021/acsapm.3c01407 · Cited by 7 · see citing works
Liu, G., Zhao, Y., Zhang, L., Guo, M., Li, G., & Liao, X. (2025) · Polymer · doi:10.1016/j.polymer.2025.128127 · Cited by 7 · see citing works
Li, J., Liang, Z., Gao, C., Luo, S., Huang, S., Zhang, D., & Qin, S. (2021) · Crystals · doi:10.3390/cryst11121543 · Cited by 7 · see citing works
Yang, S.-G., Zhang, L.-Q., Chen, C., Cui, J., Zeng, X., Liu, L., Liu, F., & Ungar, G. (2023) · Macromolecules · doi:10.1021/acs.macromol.3c00788 · Cited by 7 · see citing works
Insight into the less β-phase induction by calcium pimelate in polypropylene random copolymer
Sha, X., Tie, W., & Feng, J. (2024) · Polymer · doi:10.1016/j.polymer.2024.127528 · Cited by 6 · see citing works
Wang, H., Li, Z., Zheng, Y., & Du, B. X. (2024) · Electrical materials and applications. · doi:10.1049/ema3.12008 · Cited by 6 · see citing works
Fenni, S. E., Spigno, M., Wang, W., Costanzo, A., Müller, A. J., & Cavallo, D. (2022) · Thermochimica Acta · doi:10.1016/j.tca.2022.179407 · Cited by 6 · see citing works
Self-citationJoraid, A. A., Al-Maghrabi, M. A., & Alshehry, A. A. (2025) · Journal of Polymer Research · doi:10.1007/s10965-025-04424-x · Cited by 5 · see citing works
Yook, J., Lee, S., Seo, H., Cho, J., Kim, J., Kim, J. J., Kim, Y. S., Choi, W. G., Hwang, N. S.-Y., Lee, C., et al. (2024) · Applied Surface Science · doi:10.1016/j.apsusc.2024.159647 · Cited by 5 · see citing works
Wang, G., Dong, M., Pan, X., Zhang, X., Chen, J., Shen, J., Li, K., Zhang, X., & Chen, J. (2025) · Nanomaterials · doi:10.3390/nano15161253 · Cited by 4 · see citing works
Dynamic Covalent Chemistry Enables Self‐Healing and Compatibilization in Polypropylene Composites
Zhang, H., Zhang, W., Huang, W., & Zhao, Y. (2026) · Energy & environment materials · doi:10.1002/eem2.70270 · Cited by 4 · see citing works
Carmeli, E., Fenni, S. E., Dziza, K., Gebauer, K., Gahleitner, M., & Cavallo, D. (2023) · Polymer · doi:10.1016/j.polymer.2023.126017 · Cited by 4 · see citing works
Self-citationSartillo-Bernal, W., Macías, R. Y., López-González, H. R., Lara-Sánchez, J. F., Rivera, J. G., & Fonseca‐Florido, H. A. (2024) · Journal of Polymers and the Environment · doi:10.1007/s10924-024-03408-0 · Cited by 4 · see citing works
Influence of crystallization on the crosslinking behavior of polyolefin elastomer and its mechanism
Liu, Z., Liu, Z., Zhu, E., Luo, P., & Zhao, S. (2025) · Polymer · doi:10.1016/j.polymer.2025.128821 · Cited by 3 · see citing works
Cheng, H., Cao, Y., Han, G., Zhou, B., Liu, C., & Feng, Y. (2026) · Polymer · doi:10.1016/j.polymer.2026.130266 · Cited by 3 · see citing works
Mamun, A., Ghanbari, A., & Nofar, M. (2024) · Polymer Science Series A · doi:10.1134/s0965545x23600333 · Cited by 3 · see citing works
Zhang, Q., Qiao, Q., Wang, Z., Liu, Y., Pei, Z., Guo, J., Fei, P., Zhang, A., Jia, H., & Xu, B. (2023) · Journal of Inorganic and Organometallic Polymers and Materials · doi:10.1007/s10904-023-02576-1 · Cited by 3 · see citing works
Crystallization Behavior of Polypropylene and Its Blends and Composites
Mileva, D., Tranchida, D., Carmeli, E., Gloger, D., & Gahleitner, M. (2023) · Polymer Crystallization · doi:10.1002/9783527839247.ch3 · Cited by 3 · see citing works
Nucleation of Polymers in Nanopores and Nanocomposites with Nanoparticles/Nanosheets
Wang, M., Yao, Y., Zhao, H., Ju, W., Su, Y.-L., Wang, D.-J., & Liu, G.-M. (2025) · Chinese Journal of Polymer Science · doi:10.1007/s10118-025-3508-2 · Cited by 2 · see citing works
Wu, Y., Li, Z., Zheng, Z., Wang, H., Cao, G., Zhao, S., Du, H., & Du, B. X. (2026) · ACS Applied Polymer Materials · doi:10.1021/acsapm.5c04738 · Cited by 2 · see citing works
Cicolella, A., Girolamo, R. D., Scoti, M., Talarico, G., Müller, A. J., & Rosa, C. D. (2024) · ACS Applied Polymer Materials · doi:10.1021/acsapm.4c02161 · Cited by 3 · see citing works
Self-citationDantas, L. V. M., Araújo, A. M., Barros, J. J. P., da Silva, M. G. A., Luna, C. B. B., Bezerra, E. B., Barreto, J. V. M., Araújo, E. M., de Melo, R. P., & Wellen, R. M. R. (2024) · Macromolecular Reaction Engineering · doi:10.1002/mren.202400039 · Cited by 2 · see citing works
Heterogeneous nucleation of polyethylene crystals on binary hexagonal nanoplatelets
Volchko, N. W., & Rutledge, G. C. (2024) · Journal of Materials Science · doi:10.1007/s10853-024-09683-5 · Cited by 1 · see citing works
Chandran, N., Sarathchandran, C., Sivadas, A., & Shanks, R. A. (2025) · Polymer Bulletin · doi:10.1007/s00289-025-05734-2 · Cited by 1 · see citing works
Liu, C., Zhang, X., Shen, J., Liu, Y., & Ma, Z. (2025) · Macromolecular Rapid Communications · doi:10.1002/marc.202500194 · Cited by 1 · see citing works
Melt memory effect of isotactic polypropylene/graphene composite
Liu, J., & Huang, X. (2025) · Journal of Polymer Research · doi:10.1007/s10965-025-04496-9 · Cited by 1 · see citing works
Ahmadvand, S., Ebrahimi, N. G., & Bahramian, A. R. (2025) · International Journal of Green Energy · doi:10.1080/15435075.2025.2568546 · Cited by 1 · see citing works
Ma, P., Meraz, M. M., Chen, X., Liu, L., Zhao, Y., Yang, W., Dong, X., & Wang, D. (2025) · Macromolecules · doi:10.1021/acs.macromol.5c01508 · Cited by 1 · see citing works
Sartillo-Bernal, W., Ledezma-Serguei, A., Rodríguez-Hernández, J., Méndez‐Montealvo, G., Velázquez, G., & Fonseca‐Florido, H. A. (2025) · Polymer · doi:10.1016/j.polymer.2025.129215 · Cited by 1 · see citing works
Rafiei-Sarmazdeh, Z., Torab‐Mostaedi, M., Asadollahzadeh, M., & Torkaman, R. (2026) · Radiation Physics and Chemistry · doi:10.1016/j.radphyschem.2026.114275 · Cited by 1 · see citing works
Surface/interface effect in crystallization of organic polymers: from normal alkanes to polymers
Liu, G., Su, Y., & Wang, D. (2022) · Scientia Sinica Chimica · doi:10.1360/ssc-2022-0032 · Cited by 1 · see citing works
Sahoo, R. K. (2021) · International Journal for Research in Applied Science and Engineering Technology · doi:10.22214/ijraset.2021.37167
Data-driven discovery and design of additives for controlled polymer morphology and performance
Diwale, S., Volchko, N. W., Bourque, A. J., Braatz, R. D., & Rutledge, G. C. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-99135-3.00008-7
Sartillo-Bernal, W., Macías, R. Y., López-González, H. R., Lara-Sánchez, J. F., Rivera, J. G., & Fonseca‐Florido, H. A. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4800123
Eyiler, E. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4827047
Quantifying Various Types of Polypropylene Content in High-Density Polyethylene BlendsPreprint
Hashemnejad, M., & Doshi, A. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4865930
Eyiler, E. (2025) · Polymer Bulletin · doi:10.1007/s00289-025-05849-6
Han, M., Qin, Y., Ma, S., Chen, S., & Ye, H. (2025) · Industrial & Engineering Chemistry Research · doi:10.1021/acs.iecr.5c01250
Sha, X., Wang, Y., Wu, R., Wang, F., Gao, Y., & Feng, J. (2026) · Polymer · doi:10.1016/j.polymer.2026.130407
Application and research progress of nucleating agents in degradable materials
Li, X., Dong, Y., Sun, X., Wang, R., Chen, L., Yuan, S., Wang, Y., Wu, X., Ma, H., & Zhang, M. (2026) · e-Polymers · doi:10.1515/epoly-2025-0082
Ten-minute microwave synthesis of microscale Na3V2(PO4)2O2xF3-2x cathodes for sodium-ion batteries
Walle, K. Z., Lu, Y., Li, L., Zhu, Y., Bu, T., Nordlund, D. L., & Mu, L. (2026) · Journal of Power Sources · doi:10.1016/j.jpowsour.2026.241383
Ji, X., Li, W., Chi, P., Chen, Y., Wang, B., Tan, Y., Wu, J., Liang, Y., Fang, B., & Zhang, Z. H. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7592619
Self-citation
- Authors
- Wang, B., Utzeri, R., Castellano, M., Stagnaro, P., Müller, A. J., & Cavallo, D.
- Affiliations
- University of Genoa (IT)
- National Research Council (IT)
- Ikerbasque (ES)
- Corresponding author
- Müller, Alejandro J.
- Cavallo, Dario
- Venue
- Macromolecules
- Publisher
- American Chemical Society (ACS)
- Published
- 2020-07-16
- Volume
- 53
- Issue
- 14
- Pages
- 5980-5991
- ISSN
- 0024-9297 (ISSN-L)
- 1520-5835
- OpenAlex
- W3042684120
- Cited by
- 82
- References
- 75
- Citations by year
- 2026: 8 · 2025: 18 · 2024: 20 · 2023: 12 · 2022: 15 · 2021: 8 · 2020: 1
- FWCI
- 3.41
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Macromolecules (publishedVersion, cc-by)
- CINECA IRIS Institutial Research Information System (University of Genoa) (submittedVersion)
- INFM-OAR (INFN Catania) (submittedVersion, cc-by)
- Funders
- Eusko Jaurlaritza (IT1309-19)
- China Scholarship Council
- Topics
- Physical Sciences › Materials Science › Polymers and Plastics › Polymer crystallization and properties
- Physical Sciences › Materials Science › Biomaterials › biodegradable polymer synthesis and properties
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › nanoparticles nucleation surface interactions
- Keywords
- heterogeneous nucleation, self-nucleation, isotactic polypropylene, microdroplets, immiscible polymer blends, nucleating agents, polymer crystallization, nucleation efficiency
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