- Open Access
Chain-Length-Dependent Correlated Molecular Motion in Polymers
Phys. Rev. Lett. 135, 218101 – Published 17 November, 2025
DOI: https://doi.org/10.1103/p5r4-2g4q
Abstract
We show how dynamic heterogeneities (DHs), a hallmark of glass-forming materials, depend on chain flexibility and chain length in polymers. For highly flexible polymers, a relatively large number of monomers () undergo correlated motion at the glass transition temperature (), independent of molecular weight (). In contrast, less flexible polymers show a complex behavior divided into three regimes, consistent with observations in both and chain conformational structure. For short oligomers ( Kuhn steps), a transition from mainly intermolecular correlations and to strongly intramolecular correlations and (roughly the molecular size) is observed; for longer chains, increases weakly, before saturating. For poly(methyl methacrylate), a remarkable similarity is found between and the -dependent ratio of the activation barriers of the structural () and secondary () relaxations; we present evidence that this relationship is a general feature of glass-forming polymers. Our results suggest a direct link between the DH length scale and the number of relaxation events jointly activated to facilitate the relaxation.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (97)
- J. C. Dyre, Colloquium: The glass transition and elastic models of glass-forming liquids, Rev. Mod. Phys. 78, 953 (2006).
Dynamical arrest into a frozen glassy state occurs at a temperature near , with a lower for a slower cooling rate.
- H. Sillescu, Heterogeneity at the glass transition: A review, J. Non-Cryst. Solids 243, 81 (1999).
- L. Berthier, G. Biroli, J.-P. Bouchaud, L. Cipeletti, and W. van Saarloos, Dynamical Heterogeneities in Glasses, Colloids, and Granular Media (Taylor and Francis, New York, 2011).
- E. Donth, The size of cooperatively rearranging regions in polystyrene and styrene-dimethylsiloxane diblock copolymers at the glass transition temperature, Acta Polym. 35, 120 (1984).
- S. Kahle, J. Korus, E. Hempel, R. Unger, S. Höring, K. Schröter, and E. Donth, Glass-transition cooperativity onset in a series of random copolymers poly (n-butyl methacrylate-stat-styrene), Macromolecules 30, 7214 (1997).
- E. Hempel, G. Hempel, A. Hensel, C. Schick, and E. Donth, Characteristic length of dynamic glass transition near for a wide assortment of glass-forming substances, J. Phys. Chem. B 104, 2460 (2000).
- S. Cerveny, J. Mattsson, J. Swenson, and R. Bergman, Relaxations of hydrogen-bonded liquids confined in two-dimensional vermiculite clay, J. Phys. Chem. B 108, 11596 (2004).
- B. Rijal, L. Delbreilh, and A. Saiter, Dynamic heterogeneity and cooperative length scale at dynamic glass transition in glass forming liquids, Macromolecules 48, 8219 (2015).
- U. Tracht, M. Wilhelm, A. Heuer, H. Feng, K. Schmidt-Rohr, and H. W. Spiess, Length scale of dynamic heterogeneities at the glass transition determined by multidimensional nuclear magnetic resonance, Phys. Rev. Lett. 81, 2727 (1998).
- E. Donth, The size of cooperatively rearranging regions at the glass transition, J. Non-Cryst. Solids 53, 325 (1982).
- C. Roland, M. Hensel-Bielowka, M. Paluch, and R. Casalini, Superooled dynamics of glass-forming liquids and polymers under hydrostatic pressure, Rep. Prog. Phys. 687, 1405 (2005).
- N. Ito, K. Duvvuri, D. V. Matyushov, and R. Richert, Solvent response and dielectric relaxation in supercooled butyronitrile, J. Chem. Phys. 125, 024504 (2006).
- N. L. Mandel, T. Rehman, and L. J. Kaufman, Manifestations of static and dynamic heterogeneity in single molecule translational measurements in glassy systems, J. Chem. Phys. 157, 157 (2022).
- L. Hong, V. Novikov, and A. P. Sokolov, Is there a connection between fragility of glass forming systems and dynamic heterogeneity/cooperativity?, J. Non-Cryst. Solids 357, 351 (2011).
- L. Hong, P. Gujrati, V. Novikov, and A. Sokolov, Molecular cooperativity in the dynamics of glass-forming systems: A new insight, J. Chem. Phys. 131, 194511 (2009).
- A. I. Melcuk, R. A. Ramos, H. Gould, W. Klein, and R. D. Mountain, Long-lived structures in fragile glass-forming liquids, Phys. Rev. Lett. 75, 2522 (1995).
- J. Horbach, W. Kob, K. Binder, and C. A. Angell, Finite size effects in simulations of glass dynamics, Phys. Rev. E 54, R5897 (1996).
- L. Berthier and G. Biroli, Theoretical perspective on the glass transition and amorphous materials, Rev. Mod. Phys. 83, 587 (2011).
- G. Jung, G. Biroli, and L. Berthier, Predicting dynamic heterogeneity in glass-forming liquids by physics-informed machine learning, Phys. Rev. Lett. 130, 238202 (2023).
- L. Berthier and D. Reichman, Modern computational studies of the glass transition, Nat. Rev. Phys. 5, 102 (2023).
- L. Ortlieb, T. S. Ingebrigtsen, J. E. Hallett, F. Turci, and C. P. Royall, Probing excitations and cooperatively rearranging regions in deeply supercooled liquids, Nat. Commun. 14, 2621 (2023).
- A. S. Keys, L. O. Hedges, J. P. Garrahan, S. C. Glotzer, and D. Chandler, Excitations are localized and relaxation is hierarchical in glass-forming liquids, Phys. Rev. X 1, 021013 (2011).
has been shown to correlate with the activation volume for structural relaxation [defined through the pressure dependence of ], the volumetric contribution to the dynamic fragility, and the properties of the excess in the vibrational density of states compared with the Debye prediction, i.e., the Boson peak [15, 25].
- E. Bouthegourd, A. Esposito, D. Lourdin, A. Saiter, and J. Saiter, Size of the cooperative rearranging regions vs. fragility in complex glassy systems: Influence of the structure and the molecular interactions, Physica (Amsterdam) 425B, 83 (2013).
- C. J. Ellison, M. K. Mundra, and J. M. Torkelson, Impacts of polystyrene molecular weight and modification to the repeat unit structure on the glass transition- nanoconfinement effect and the cooperativity length scale, Macromolecules 38, 1767 (2005).
- K. Schröter, S. Reissig, E. Hempel, and M. Beiner, From small molecules to polymers: Relaxation behavior of n-butyl methacrylate based systems, J. Non-Cryst. Solids 353, 3976 (2007).
- J. Cowie, Some general features of Tg-M relations for oligomers and amorphous polymers, Eur. Polym. J. 11, 297 (1975).
- D. L. Baker, M. Reynolds, R. Masurel, P. D. Olmsted, and J. Mattsson, Cooperative intramolecular dynamics control the chain-length-dependent glass transition in polymers, Phys. Rev. X 12, 021047 (2022).
- L. Fetters, D. Lohse, D. Richter, T. Witten, and A. Zirkel, Connection between polymer molecular weight, density, chain dimensions, and melt viscoelastic properties, Macromolecules 27, 4639 (1994).
- L. Berthier, G. Biroli, J.-P. Bouchaud, L. Cipelletti, D. El Masri, D. L’Hôte, F. Ladieu, and M. Pierno, Direct experimental evidence of a growing length scale accompanying the glass transition, Science 310, 1797 (2005).
- C. Dalle-Ferrier, C. Thibierge, C. Alba-Simionesco, L. Berthier, G. Biroli, J.-P. Bouchaud, F. Ladieu, D. L’Hôte, and G. Tarjus, Spatial correlations in the dynamics of glassforming liquids: Experimental determination of their temperature dependence, Phys. Rev. E 76, 041510 (2007).
- Y. Rahmani, K. van der Vaart, B. van Dam, Z. Hu, V. Chikkadi, and P. Schall, Dynamic heterogeneity in hard and soft sphere colloidal glasses, Soft Matter 8, 4264 (2012).
- E. Weeks, J. C. Crocker, and D. A. Weitz, Short- and long-range correlated motion observed in colloidal glasses and liquids, J. Phys. Condens. Matter 19, 205131 (2007).
- P. Zhang, J. J. Maldois, Z. Liu, J. Schroers, and P. M. Voyles, Spatially heterogeneous dynamics in a metallic glass forming liquid imaged by electron correlation microscopy, Nat. Commun. 9, 1129 (2018).
- E. Donth, The Glass Transition: Relaxation Dynamics in Liquids and Disordered Materials, Vol. 48 (Springer Science & Business Media, New York, 2013).
- G. D. Smith, O. Borodin, and D. Bedrov, Quantum chemistry based force field for simulations of poly (propylene oxide) and its oligomers, J. Phys. Chem. A 102, 10318 (1998).
- A. Agapov and A. P. Sokolov, Size of the dynamic bead in polymers, Macromolecules 43, 9126 (2010).
- P. Sundararajan and P. Flory, Configurational characteristics of poly (methyl methacrylate), J. Am. Chem. Soc. 96, 5025 (1974).
- J. S. Smith, O. Borodin, and G. D. Smith, A quantum chemistry based force field for poly (dimethylsiloxane), J. Phys. Chem. B 108, 20340 (2004).
Bond stretching and bond bending account for the two DOF “lost” upon polymerization, but these DOF do not participate in molecular motions for polymers with high dihedral barriers and large bending energies.
- A. Kudlik, S. Benkhof, T. Blochowicz, C. Tschirwitz, and E. Rössler, The dielectric response of simple organic glass formers, J. Mol. Struct. 479, 201 (1999).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/p5r4-2g4q for information about the calorimetry, dielectric spectroscopy, and additional data, which includes Refs. [44–67].
- S. Weyer, A. Hensel, and C. Schick, Phase angle correction for TMDSC in the glass-transition region, Thermochim. Acta 304, 267 (1997).
- A. Hensel and C. Schick, Relation between freezing-in due to linear cooling and the dynamic glass transition temperature by temperature-modulated DSC, J. Non-Cryst. Solids 235, 510 (1998).
- V. Bershtein and V. Yegorov, General mechanism of the transition in polymers, Polym. Sci. USSR 27, 2743 (1985).
- V. Bershtein, V. Egorov, L. Egorova, and V. Ryzhov, The role of the thermal analysis in revealing the common molecular nature of transitions in polymers, Thermochim. Acta 238, 41 (1994).
- A. Alegria, O. Mitxelena, and J. Colmenero, On the molecular motions originating from the dielectric relaxation of bisphenol-a polycarbonate, Macromolecules 39, 2691 (2006).
- A. Alegria, S. Arrese-Igor, O. Mitxelena, and J. Colmenero, Dielectric secondary relaxation and phenylene ring dynamics in bisphenol-a polycarbonate, J. Non-Cryst. Solids 353, 4262 (2007).
- G. Floudas, J. Higgins, G. Meier, F. Kremer, and E. Fischer, Dynamics of bisphenol-a polycarbonate in the glassy and rubbery state as studied by neutron scattering and complementary techniques, Macromolecules 26, 1676 (1993).
- T. Böhmer, F. Pabst, J.-P. Gabriel, R. Zeissler, and T. Blochowicz, On the spectral shape of the structural relaxation in supercooled liquids, J. Chem. Phys. 162, 120902 (2025).
- A. Kudlik, S. Benkhof, R. Lenk, and E. Rössler, Spectral shape of the -process in supercooled liquids revisited, Europhys. Lett. 32, 511 (1995).
- R. Leheny, N. Menon, and S. Nagel, Comment on: “spectral shape of the process in supercooled liquids revisited,” Europhys. Lett. 36, 473 (1996).
- R. Leheny, N. Menon, and S. Nagel, Reply to comment on “spectral shape of the -process in supercooled liquids revisited,” Europhys. Lett. 36, 475 (1996).
- R. Bergman, J. Mattsson, C. Svanberg, G. Schwartz, and J. Swenson, Confinement effects on the excess wing in the dielectric loss of glass-formers, Europhys. Lett. 64, 675 (2003).
- C. Svanberg, R. Bergman, and P. Jacobsson, Secondary relaxation in confined and bulk propylene carbonate, Europhys. Lett. 64, 358 (2003).
- T. Blochowicz and E. A. Rössler, Beta relaxation versus high frequency wing in the dielectric spectra of a binary molecular glass former, Phys. Rev. Lett. 92, 225701 (2004).
- J. Mattsson, R. Bergman, P. Jacobsson, and L. Börjesson, Effects of hydrogen bonding on supercooled liquid dynamics and the implication for supercooled water, Phys. Rev. B 79, 174205 (2009).
- C. Gainaru, W. Hiller, and R. Böhmer, A dielectric study of oligo- and poly(propylene glycol), Macromolecules 43, 1907 (2010).
- K. Kaminski, W. Kipnusu, K. Adrjanowicz, E. Mapesa, C. Iacob, M. Jasiurkowska, P. Wlodarczyk, K. Grzybowska, M. Paluch, and F. Kremer, Comparative study on the molecular dynamics of a series of polypropylene glycols, Macromolecules 46, 1973 (2013).
- J. Sjöstrom, R. Bergman, C. Wadell, T. Moberg, and J. Swenson, Effects of water contamination on the supercooled dynamics of a hydrogen-bonded model glass former, J. Phys. Chem. B 115, 1842 (2011).
- J. Mattsson, R. Bergman, P. Jacobsson, and L. Börjesson, Chain-length-dependent relaxation scenarios in an oligomeric glass-forming system: From merged to well-separated and loss peaks, Phys. Rev. Lett. 90, 075702 (2003).
- C. Gainaru, W. Hiller, and R. Böhmer, A dielectric study of oligo-and poly (propylene glycol), Macromolecules 43, 1907 (2010).
- K. Kunal, M. Paluch, C. Roland, J. Puskas, Y. Chen, and A. Soklov, Polyisobutylene: A most unusual polymer, J. Polym. Sci.: Part B: Polym. Phys. 46, 1390 (2008).
- K. Ngai, Relation between some secondary relaxations and the relaxations in glass-forming materials according to the coupling model, J. Chem. Phys. 109, 6982 (1998).
- A. Sokolov, V. Novikov, and Y. Ding, Why many polymers are so fragile, J. Phys. Condens. Matter 19, 205116 (2007).
- C. Dalle-Ferrier, A. Kisliuk, L. Hong, G. Carini, Jr., G. Carini, G. D’Angelo, C. Alba-Simionesco, V. Novikov, and A. Sokolov, Why many polymers are so fragile: A new perspective, J. Chem. Phys. 145, 154901 (2016).
- J. Hintermeyer, A. Herrmann, R. Kahlau, C. Goiceanu, and E. Rossler, Molecular weight dependence of glassy dynamics in linear polymers revisited, Macromolecules 41, 9335 (2008).
- K. Ngai, S. Pawlus, K. Grzybowska, K. Kaminski, S. Capaccioli, and M. Paluch, Does the Johari-Goldstein -relaxation exist in polypropylene glycols?, Macromolecules 48, 4151 (2015).
- K. L. Ngai and S. Capaccioli, Relation between the activation energy of the Johari-Goldstein relaxation and of glass formers, Phys. Rev. E 69, 031501 (2004).
- W. Kauzmann and H. Eyring, The viscous flow of large molecules, J. Am. Chem. Soc. 62, 3113 (1940).
- R. F. Boyer, The relation of transition temperatures to chemical structure in high polymers, Rubber Chem. Technol. 36, 1303 (1963).
- V. A. Bershtein, V. M. Egorov, A. F. Podolsky, and V. A. Stepanov, Interrelationship and common nature of the relaxation and the glass transition in polymers, J. Polym. Sci., Polym. Lett. Ed. 23, 371 (1985).
- R. H. Boyd, Relaxation processes in crystalline polymers: Molecular interpretation—A review, Polymer 26, 1123 (1985).
- K. Ngai and D. Plazek, Relation of internal rotational isomerism barriers to the flow activation energy of entangled polymer melts in the high-temperature arrhenius region, J. Polym. Sci., Polym. Phys. Ed. 23, 2159 (1985).
- S. Matsuoka and A. Hale, Cooperative relaxation processes in polymers, J. Appl. Polym. Sci. 64, 77 (1997).
- C. M. Roland, S. Hensel-Bielowka, M. Paluch, and R. Caslini, Supercooled dynamics of glass-forming liquids and polymers under hydrostatic pressure, Rep. Prog. Phys. 68, 1405 (2005).
- P. Sollich and M. R. Evans, Glassy time-scale divergence and anomalous coarsening in a kinetically constrained spin chain, Phys. Rev. Lett. 83, 3238 (1999).
- F. Mauch and J. Jäckle, Recursive dynamics in an asymmetrically constrained kinetic ising chain, Physica (Amsterdam) 262A, 98 (1999).
- H. Fujimori and M. Oguni, Correlation index and activation energy ratio as parameters characterizing the structure of liquid and glass, Solid State Commun. 94, 157 (1995).
- A. S. Keys, J. P. Garrahan, and D. Chandler, Calorimetric glass transition explained by hierarchical dynamic facilitation, Proc. Natl. Acad. Sci. U.S.A. 110, 4482 (2013).
- B. Guiselin, C. Scalliet, and L. Berthier, Microscopic origin of excess wings in relaxation spectra of supercooled liquids, Nat. Phys. 18, 468 (2022).
- C. Scalliet, B. Guiselin, and L. Berthier, Thirty milliseconds in the life of a supercooled liquid, Phys. Rev. X 12, 041028 (2022).
- Y. Nishikawa and L. Berthier, Collective relaxation dynamics in a three-dimensional lattice glass model, Phys. Rev. Lett. 132, 067101 (2024).
Note that regions of correlated motion are often referred to in the literature as cooperatively rearranging regions, even though different definitions are often used [22, 31, 86].
- E. Donth, The size of cooperatively rearranging regions at the glass transition, J. Non-Cryst. Solids 53, 325 (1982).
- S. Albert, T. Bauer, M. Michl, G. Biroli, J.-P. Bouchaud, A. Loidl, P. Lunkenheimer, R. Tourbot, C. Wiertel-Gasquet, and F. Ladieu, Fifth-order susceptibility unveils growth of thermodynamic amorphous order in glass-formers, Science 352, 1308 (2016).
- E. Flenner, H. Staley, and G. Szamel, Universal features of dynamic heterogeneity in supercooled liquids, Phys. Rev. Lett. 112, 097801 (2014).
- T. Speck, Modeling non-linear dielectric susceptibilities of supercooled molecular liquids, J. Chem. Phys. 155, 014506 (2021).
Ortlieb et al. [22] defined excitations following the approach used by Keys et al. [23].
- , Data for: “Chain-Length-Dependent Correlated Molecular Motion in Polymers”, University of Leeds Data Repository,10.5518/1780 (2025).
- U. Schneider, R. Brand, P. Lunkenheimer, and A. Loidl, Excess wing in the dielectric loss of glass formers: A Johari-Goldstein -relaxation?, Phys. Rev. Lett. 84, 5560 (2000).
- P. K. Dixon, L. Wu, S. R. Nagel, B. D. Williams, and J. P. Carini, Scaling in the relaxation of supercooled liquids, Phys. Rev. Lett. 65, 1108 (1990).
- R. Casalini and C. Roland, Effect of regioisomerism on the local dynamics of polychlorostyrene, Macromolecules 47, 4087 (2014).
Since , where is the thermal expansion coefficient and is the isothermal bulk modulus, the approximation will slightly overestimate the number of the correlated monomers from Eq. (a1). Hempel et al. [7] calculated a correction factor based on data for both small molecular and polymeric glass formers, which if applied would increase the determined correlation volume values by . However, since (i) the correction factor is small, (ii) we do not know how the correction varies for the different chemistries, or , investigated here, and (iii) a correction will not affect the conclusions of this Letter, we follow the approach normally used in literature and approximate .
The amplitude-renormalized peaks (inset to Fig. 4) show a broadening with increasing . The asymmetry for longer PMMA chains is due to vitrification effects below [45], so the temperature range of the Gaussian fit was limited to . Qualitatively similar trends ( and increasing with ) are observed for PS and PDMS (see Fig. S3 in [43]). The increase in is more prominent in PMMA and PS than in the more flexible PPG-DME and PDMS.
The excess wing has commonly been attributed to a “hidden” relaxation [12, 62, 92] or, alternatively, to an intrinsic feature of the relaxation [93].