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Reda H, Katsamba P, Chazirakis A, Harmandaris V. Probing the Linear-to-Plastic Transition in Polymer Nanocomposites via Atomistic Simulations: The Role of Interphases. Macromol Rapid Commun 2024:e2400612. [PMID: 39292818 DOI: 10.1002/marc.202400612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Revised: 09/04/2024] [Indexed: 09/20/2024]
Abstract
Polymer nanocomposites have found ubiquitous use across diverse industries, attributable to their distinctive properties and enhanced mechanical performance compared to conventional materials. Elucidating the elastic-to-plastic transition in polymer nanocomposites under diverse mechanical loads is paramount for the bespoke design of materials with desired mechanical attributes. In the current work, the elastic-to-plastic transition is probed in model systems of polyethylene oxide (PEO) and silica, SiO2, nanoparticles, through detailed atomistic molecular dynamics simulations. This comprehensive, multi-scale analysis unveils pivotal markers of the elastic-to-plastic transition, highlighting the quintessential role of microstructural and regional heterogeneities in density, strain, and stress fields, featuring the polymer-nanoparticle interphase region. At the atomic level, the behavior of polymer chains interacting with nanoparticle surfaces is traced, differentiating between free and adsorbed chains, and identifying the microscopic origins of the linear-to-plastic transition. The mechanical behavior of subregions are characterized within the PEO/SiO2 nanocomposites, focusing on the interphase and bulk-like polymer areas, probing stress heterogeneities and their decomposition into various force contributions. At the inception of plasticity, a disruption is discerned in isotropy of the polymeric density field, the emergence of low-density regions, and microscopic voids/cavities within the polymer matrix concomitant with a transition of adsorbed chains to free. The yield strain also emerges as an inflection point in the local versus global strain diagram, demarcating the elastic limit, and the plastic regime shows pronounced strain heterogeneities. The decomposition of the atomic Virial stress into bonded and non-bonded interactions indicates that the rigidity of the material is primarily governed by non-bonded interactions, significantly influenced by the volume fraction of the nanoparticle. These findings emphasize the importance of the microstructural and micromechanical environment at the polymer-nanoparticle interface on the linear-to-plastic transition, which is of great importance in the design of nanocomposite materials with advanced mechanical properties.
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Affiliation(s)
- Hilal Reda
- Computation-based Science and Technology Research Center, The Cyprus Institute, Aglantzia, Nicosia, 2121, Cyprus
| | - Panayiota Katsamba
- Computation-based Science and Technology Research Center, The Cyprus Institute, Aglantzia, Nicosia, 2121, Cyprus
| | - Anthony Chazirakis
- Institute of Applied and Computational Mathematics, Foundation for Research and Technology - Hellas, Heraklion, GR-71110, Greece
| | - Vagelis Harmandaris
- Computation-based Science and Technology Research Center, The Cyprus Institute, Aglantzia, Nicosia, 2121, Cyprus
- Institute of Applied and Computational Mathematics, Foundation for Research and Technology - Hellas, Heraklion, GR-71110, Greece
- Department of Mathematics and Applied Mathematics, University of Crete, Heraklion, GR-71110, Greece
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Hem J, Crauste-Thibierge C, Merlette TC, Clément F, Long DR, Ciliberto S. Microscopic Dynamics in the Strain Hardening Regime of Glassy Polymers. Macromolecules 2022. [DOI: 10.1021/acs.macromol.2c00802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jérôme Hem
- ENS de Lyon, CNRS, Laboratoire de physique, F-69342 Lyon, France
| | | | - Thomas C. Merlette
- CNRS/Solvay, UMR 5268, Laboratoire Polymères et Matériaux Avancés, 87 avenue des Frères Perret, 69192 Cedex Saint Fons, France
| | - Florence Clément
- CNRS/Solvay, UMR 5268, Laboratoire Polymères et Matériaux Avancés, 87 avenue des Frères Perret, 69192 Cedex Saint Fons, France
| | - Didier R. Long
- CNRS/Solvay, UMR 5268, Laboratoire Polymères et Matériaux Avancés, 87 avenue des Frères Perret, 69192 Cedex Saint Fons, France
- CNRS, INSA Lyon, MATEIS, UMR5510, Univ. Lyon, Université Claude Bernard Lyon 1, 69100 Villeurbanne, France
| | - Sergio Ciliberto
- ENS de Lyon, CNRS, Laboratoire de physique, F-69342 Lyon, France
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Sweeney J, Spencer P, Thompson G, Barker D, Coates P. Constitutive Modelling of Polylactic Acid at Large Deformation Using Multiaxial Strains. Polymers (Basel) 2021; 13:polym13172967. [PMID: 34503007 PMCID: PMC8434546 DOI: 10.3390/polym13172967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 08/26/2021] [Accepted: 08/27/2021] [Indexed: 11/16/2022] Open
Abstract
Sheet specimens of a PLLA-based polymer have been extended at a temperature near to the glass transition in both uniaxial and planar tension, with stress relaxation observed for some time after reaching the final strain. Both axial and transverse stresses were recorded in the planar experiments. In all cases during loading, yielding at small strain was followed by a drop in true stress and then strain hardening. This was followed by stress relaxation at constant strain, during which stress dropped to reach an effectively constant level. Stresses were modelled as steady state and transient components. Steady-state components were identified with the long-term stress in stress relaxation and associated with an elastic component of the model. Transient stresses were modelled using Eyring mechanisms. The greater part of the stress during strain hardening was associated with dissipative Eyring processes. The model was successful in predicting stresses in both uniaxial and planar extension over a limited range of strain rate.
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Affiliation(s)
- Qing Peng
- Physics Department King Fahd University of Petroleum and Minerals Dhahran 31261 Saudi Arabia
- Researcher at K.A.CARE Energy Research & Innovation Center at Dhahran Dhahran 31261 Saudi Arabia
| | - Binghui Deng
- Manufacturing Technology and Engineering Corning Incorporated Corning NY 14831 USA
| | - Marcel Utz
- School of Chemistry University of Southampton Southampton SO17 1BJ U.K
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Amamoto Y, Kojio K, Takahara A, Masubuchi Y, Ohnishi T. Complex Network Representation of the Structure-Mechanical Property Relationships in Elastomers with Heterogeneous Connectivity. PATTERNS (NEW YORK, N.Y.) 2020; 1:100135. [PMID: 33294872 PMCID: PMC7691396 DOI: 10.1016/j.patter.2020.100135] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 08/25/2020] [Accepted: 09/30/2020] [Indexed: 11/25/2022]
Abstract
The complicated structure-property relationships of materials have recently been described using a methodology of data science that is recognized as the fourth paradigm in materials science. In network polymers or elastomers, the manner of connection of the polymer chains among the crosslinking points has a significant effect on the material properties. In this study, we quantitatively evaluate the structural heterogeneity of elastomers at the mesoscopic scale based on complex network, one of the methods used in data science, to describe the elastic properties. It was determined that a unified parameter with topological and spatial information universally describes some parameters related to the stresses. This approach enables us to uncover the role of individual crosslinking points for the stresses, even in complicated structures. Based on the data science, we anticipate that the structure-property relationships of heterogeneous materials can be interpretatively represented using this type of "white box" approach.
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Affiliation(s)
- Yoshifumi Amamoto
- Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
- Department of Materials Physics, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Institute for Materials Chemistry and Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Ken Kojio
- Institute for Materials Chemistry and Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Atsushi Takahara
- Institute for Materials Chemistry and Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Yuichi Masubuchi
- Department of Materials Physics, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Takaaki Ohnishi
- Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
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6
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Charvet A, Vergelati C, Sotta P, Long DR. Damage Mechanisms of Plasticized Cellulose Acetate under Tensile Deformation Studied by Ultrasmall-Angle X-ray Scattering. Macromolecules 2019. [DOI: 10.1021/acs.macromol.9b00858] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Agathe Charvet
- Laboratoire des polymères et Matériaux Avancés, UMR 5268 Solvay/CNRS, Solvay in Axel’One, 87 avenue des Frères Perret, 69192 Saint-Fons, France
| | - Caroll Vergelati
- Laboratoire des polymères et Matériaux Avancés, UMR 5268 Solvay/CNRS, Solvay in Axel’One, 87 avenue des Frères Perret, 69192 Saint-Fons, France
| | - Paul Sotta
- Laboratoire des polymères et Matériaux Avancés, UMR 5268 Solvay/CNRS, Solvay in Axel’One, 87 avenue des Frères Perret, 69192 Saint-Fons, France
| | - Didier R. Long
- Laboratoire des polymères et Matériaux Avancés, UMR 5268 Solvay/CNRS, Solvay in Axel’One, 87 avenue des Frères Perret, 69192 Saint-Fons, France
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Molinari N, Sutton AP, Mostofi AA. Mechanisms of reinforcement in polymer nanocomposites. Phys Chem Chem Phys 2018; 20:23085-23094. [DOI: 10.1039/c8cp03281e] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Qualitatively different stress–strain responses of polymer nanocomposites are shown to result from the dynamical evolution of three principal molecular structural motifs in the polymer–filler network.
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Affiliation(s)
- N. Molinari
- Department of Physics and the Thomas Young Centre for Theory and Simulation of Materials
- Imperial College London
- London SW7 2AZ
- UK
| | - A. P. Sutton
- Department of Physics and the Thomas Young Centre for Theory and Simulation of Materials
- Imperial College London
- London SW7 2AZ
- UK
| | - A. A. Mostofi
- Department of Physics and the Thomas Young Centre for Theory and Simulation of Materials
- Imperial College London
- London SW7 2AZ
- UK
- Department of Materials and the Thomas Young Centre for Theory and Simulation of Materials
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Lin P, Xu Q, Cheng S, Li X, Zhao Z, Sun S, Peng C, Joy A, Wang SQ. Effects of Molecular Weight Reduction on Brittle–Ductile Transition and Elastic Yielding Due to Noninvasive γ Irradiation on Polymer Glasses. Macromolecules 2017. [DOI: 10.1021/acs.macromol.7b00238] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Panpan Lin
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
| | - Quan Xu
- State
Key Laboratory of Heavy Oil Processing, Institute of New Energy Beijing Key Laboratory of Biogas Upgrading Utilization, China University of Petroleum (Beijing), Beijing 102249, China
| | - Shiwang Cheng
- Chemical
Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States
| | - Xiaoxiao Li
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
| | - Zhichen Zhao
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
| | - Shuangyi Sun
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
| | - Chao Peng
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
| | - Abraham Joy
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
| | - Shi-Qing Wang
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325-3909, United States
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9
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Zou W, Larson RG. A hybrid Brownian dynamics/constitutive model for yielding, aging, and rejuvenation in deforming polymeric glasses. SOFT MATTER 2016; 12:6757-6770. [PMID: 27453365 DOI: 10.1039/c6sm00851h] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
We present a hybrid model for polymeric glasses under deformation that combines a minimal model of segmental dynamics with a beads-and-springs model of a polymer, solved by Brownian dynamics (BD) simulations, whose relaxation is coupled to the segmental dynamics through the drag coefficient of the beads. This coarse-grained model allows simulations that are much faster than molecular dynamics and successfully capture the entire range of mechanical response including yielding, plastic flow, strain-hardening, and incomplete strain recovery. The beads-and-springs model improves upon the dumbbell model for glassy polymers proposed by Fielding et al. (Phys. Rev. Lett., 2012, 108, 048301) by capturing the small elastic recoil seen experimentally without the use of ad hoc adjustments of parameters required in the model of Fielding et al. With appropriate choice of parameters, predictions of creep, recovery, and segmental relaxation are found to be in good agreement with poly(methylmethacrylate) (PMMA) data of Lee et al. (Science, 2009, 323, 231-234). Our model shows dramatic differences in behavior of the segmental relaxation time between extensional creep and steady extension, and between extension and shear. The non-monotonic response of the segmental relaxation time to extensional creep and the small elastic recovery after removal of stress are shown to arise from sub-chains that are trapped between folds, and that become highly oriented and stretched at strains of order unity, connecting the behavior of glassy polymers under creep to that of dilute polymer solutions under fast extensional flows. We are also able to predict the effects of polymer pre-orientation in the parallel or orthogonal direction on the subsequent response to extensional deformation.
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Affiliation(s)
- Weizhong Zou
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Ronald G Larson
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA.
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10
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Nonlinear stress relaxation behavior of ductile polymer glasses from large extension and compression. POLYMER 2015. [DOI: 10.1016/j.polymer.2015.11.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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11
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Liu J, Lin P, Cheng S, Wang W, Mays JW, Wang SQ. Polystyrene Glasses under Compression: Ductile and Brittle Responses. ACS Macro Lett 2015; 4:1072-1076. [PMID: 35614806 DOI: 10.1021/acsmacrolett.5b00442] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Polystyrene of different molecular weights and their binary mixtures are studied in terms of their various mechanical responses to uniaxial compression at different temperatures. PS of Mw = 25 kg/mol is completely brittle until it is above its glass transition temperature Tg. In contrast, upon incorporation of a high molecular weight component, PS mixtures turn from barely ductile a few degrees below its Tg to ductile over 40° below Tg. In the upper limit, a PS of Mw = 319 kg/mol yields and undergoes plastic flow, even at T = -70 °C. The observed dependence of mechanical responses on molecular weight and molecular weight distribution can be adequately rationalized by the idea that yielding and plastic compression are caused by chain networking.
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Affiliation(s)
- Jianning Liu
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325, United States
| | - Panpan Lin
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325, United States
| | - Shiwang Cheng
- Chemical
Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States
| | - Weiyu Wang
- Department
of Chemistry, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Jimmy W. Mays
- Department
of Chemistry, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Shi-Qing Wang
- Department
of Polymer Science, University of Akron, Akron, Ohio 44325, United States
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12
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Lin P, Cheng S, Wang SQ. Strain Hardening During Uniaxial Compression of Polymer Glasses. ACS Macro Lett 2014; 3:784-787. [PMID: 35590699 DOI: 10.1021/mz5004129] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The origin of high mechanical stresses in large deformation of polymer glasses has been elusive because both plasticity and elasticity take place. In this work on the nature of the mechanical responses, we carry out uniaxial compression experiments to make simultaneous mechanical and thermal measurements of polycarbonate. Our results confirm that two factors contribute to the growing mechanical stress in the post-yield regime, which is known as "strain hardening". Besides plastic deformation that is intersegmental in origin, chain tension as an intrasegmental component contributes considerably to the measured stress in post-yield. Such a conclusion modifies the previous consensus regarding the nature of strain hardening in mechanical deformation of polymer glasses.
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Affiliation(s)
- Panpan Lin
- Maurice
Morton Institute
of Polymer Science and Engineering, University of Akron, Akron, Ohio 44325-3909, United States
| | - Shiwang Cheng
- Maurice
Morton Institute
of Polymer Science and Engineering, University of Akron, Akron, Ohio 44325-3909, United States
| | - Shi-Qing Wang
- Maurice
Morton Institute
of Polymer Science and Engineering, University of Akron, Akron, Ohio 44325-3909, United States
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Jancar J, Hoy RS, Lesser AJ, Jancarova E, Zidek J. Effect of Particle Size, Temperature, and Deformation Rate on the Plastic Flow and Strain Hardening Response of PMMA Composites. Macromolecules 2013. [DOI: 10.1021/ma400965c] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Josef Jancar
- CEITEC, Brno University of Technology, 61200 Brno, Czech Republic
| | - Robert S. Hoy
- Department
of Physics, University of South Florida, Tampa, Florida, 33620, United States
| | - Alan J. Lesser
- Department of Polymer Engineering and Science, University of Massachussetts, Amherst, Massachussetts, 01003, United States
| | - Ema Jancarova
- CEITEC, Brno University of Technology, 61200 Brno, Czech Republic
| | - Jan Zidek
- CEITEC, Brno University of Technology, 61200 Brno, Czech Republic
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Fielding SM, Moorcroft RL, Larson RG, Cates ME. Modeling the relaxation of polymer glasses under shear and elongational loads. J Chem Phys 2013; 138:12A504. [DOI: 10.1063/1.4769253] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Brown E, Nasto A, Athanassiadis AG, Jaeger HM. Strain stiffening in random packings of entangled granular chains. PHYSICAL REVIEW LETTERS 2012; 108:108302. [PMID: 22463461 DOI: 10.1103/physrevlett.108.108302] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2011] [Indexed: 05/26/2023]
Abstract
Random packings of granular chains are presented as a model system to investigate the contribution of entanglements to strain stiffening. The chain packings are sheared in uniaxial compression experiments. For short chain lengths, these packings yield when the shear stress exceeds the scale of the confining pressure, similar to granular packings of unconnected particles. In contrast, packings of chains which are long enough to form loops exhibit strain stiffening, in which the effective stiffness of the material increases with strain, similar to many polymer materials. The latter packings can sustain stresses orders-of-magnitude greater than the confining pressure, and do not yield until the chain links break. X-ray tomography measurements reveal that the strain-stiffening packings contain system-spanning clusters of entangled chains.
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Affiliation(s)
- Eric Brown
- James Franck Institute and Department of Physics, The University of Chicago, Chicago, Illinois 60637, USA
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Fielding SM, Larson RG, Cates ME. Simple model for the deformation-induced relaxation of glassy polymers. PHYSICAL REVIEW LETTERS 2012; 108:048301. [PMID: 22400893 DOI: 10.1103/physrevlett.108.048301] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2011] [Indexed: 05/31/2023]
Abstract
Glassy polymers show "strain hardening": at constant extensional load, their flow first accelerates, then arrests. Recent experiments have found this to be accompanied by a striking and unexplained dip in the segmental relaxation time. Here we explain such behavior by combining a minimal model of flow-induced liquefaction of a glass with a description of the stress carried by strained polymers, creating a nonfactorable interplay between aging and strain-induced rejuvenation. Under constant load, liquefaction of segmental motion permits strong flow that creates polymer-borne stress. This slows the deformation enough for the segmental modes to revitrify, causing strain hardening.
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Affiliation(s)
- S M Fielding
- Department of Physics, Durham University, Science Laboratories, South Road, Durham DH1 3LE, United Kingdom
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