1
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Maguire SM, Demaree JD, Boyle MJ, Keller AW, Bilchak CR, Kagan CR, Murray CB, Ohno K, Composto RJ. Surface Enrichment of Polymer-Grafted Nanoparticles in a Miscible Polymer Nanocomposite. Macromolecules 2022. [DOI: 10.1021/acs.macromol.2c00839] [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)
- Shawn M. Maguire
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - John Derek Demaree
- US Army Research Laboratory, Aberdeen Proving Ground, Maryland 21005, United States
| | - Michael J. Boyle
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Austin W. Keller
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Connor R. Bilchak
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Cherie R. Kagan
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Christopher B. Murray
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Kohji Ohno
- Department of Materials Science, Graduate School of Engineering, Osaka Metropolitan University, Sakai, Osaka 599-8531, Japan
| | - Russell J. Composto
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
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2
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Lin EY, Frischknecht AL, Winey KI, Riggleman RA. Effect of surface properties and polymer chain length on polymer adsorption in solution. J Chem Phys 2021; 155:034701. [PMID: 34293881 DOI: 10.1063/5.0052121] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
In polymer nanoparticle composites (PNCs) with attractive interactions between nanoparticles (NPs) and polymers, a bound layer of the polymer forms on the NP surface, with significant effects on the macroscopic properties of the PNCs. The adsorption and wetting behaviors of polymer solutions in the presence of a solid surface are critical to the fabrication process of PNCs. In this study, we use both classical density functional theory (cDFT) and molecular dynamics (MD) simulations to study dilute and semi-dilute solutions of short polymer chains near a solid surface. Using cDFT, we calculate the equilibrium properties of polymer solutions near a flat surface while varying the solvent quality, surface-fluid interactions, and the polymer chain lengths to investigate their effects on the polymer adsorption and wetting transitions. Using MD simulations, we simulate polymer solutions near solid surfaces with three different curvatures (a flat surface and NPs with two radii) to study the static conformation of the polymer bound layer near the surface and the dynamic chain adsorption process. We find that the bulk polymer concentration at which the wetting transition in the poor solvent system occurs is not affected by the difference in surface-fluid interactions; however, a threshold value of surface-fluid interaction is needed to observe the wetting transition. We also find that with good solvent, increasing the chain length or the difference in the surface-polymer interaction relative to the surface-solvent interaction increases the surface coverage of polymer segments and independent chains for all surface curvatures. Finally, we demonstrate that the polymer segmental adsorption times are heavily influenced only by the surface-fluid interactions, although polymers desorb more quickly from highly curved surfaces.
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Affiliation(s)
- Emily Y Lin
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Amalie L Frischknecht
- Center for Integrated Nanotechnologies, Sandia National Laboratories, Albuquerque, New Mexico 87185, USA
| | - Karen I Winey
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Robert A Riggleman
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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3
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Zhang Y, Xi S, Parambathu AV, Chapman WG. Density functional study of one- and two-component bottlebrush molecules in solvents of varying quality. Mol Phys 2020. [DOI: 10.1080/00268976.2020.1767812] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Yuchong Zhang
- Department of Chemical and Biomolecular Engineering, Rice University, Houston, TX, USA
| | - Shun Xi
- Department of Chemical and Biomolecular Engineering, Rice University, Houston, TX, USA
| | | | - Walter G. Chapman
- Department of Chemical and Biomolecular Engineering, Rice University, Houston, TX, USA
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4
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Pasquini M, Raos G. Tunable interaction potentials and morphology of polymer-nanoparticle blends. J Chem Phys 2020; 152:174902. [PMID: 32384852 DOI: 10.1063/5.0004437] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We present the results of molecular dynamics simulations of a family of polymer nanocomposite systems. The polymer is described by a generic bead-and-spring model, while the polymer chains and the nanoparticles (NPs) interact by Hamaker-style potentials. The potential describing NP-NP interactions is modified by a tuning parameter f, which can be changed continuously between f = 0 (for fully developed van der Waals attractions between the NPs) and f = 1 (for completely repulsive interparticle interactions). We explore systematically the effect of the f parameter on the blend morphologies, for two representative NP sizes. When the polymer-NP attractions are decreased, the systems undergo a transition from dispersed to aggregated morphologies. The sharpness of the transition gradually increases with the interparticle attractions (i.e., decreasing f).
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Affiliation(s)
- Marta Pasquini
- Department of Chemistry, Materials and Chemical Engineering "G. Natta", Politecnico di Milano, via L. Mancinelli 7, 20131 Milano, Italy
| | - Guido Raos
- Department of Chemistry, Materials and Chemical Engineering "G. Natta", Politecnico di Milano, via L. Mancinelli 7, 20131 Milano, Italy
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5
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Zhang X, Sun M, Chen W. Synergistic effects of silica nanoparticles and reactive compatibilizer on the compatibilization of polystyrene/polyamide 6 blends. POLYM ENG SCI 2017. [DOI: 10.1002/pen.24511] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Affiliation(s)
- Xianming Zhang
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang); Zhejiang Sci-Tech University; Hangzhou 310018 People's Republic of China
- Zhejiang Provincial Key Laboratory of Fiber Materials and Manufacturing Technology; Zhejiang Sci-Tech University; Hangzhou 310018 People's Republic of China
| | - Menghan Sun
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang); Zhejiang Sci-Tech University; Hangzhou 310018 People's Republic of China
- Zhejiang Provincial Key Laboratory of Fiber Materials and Manufacturing Technology; Zhejiang Sci-Tech University; Hangzhou 310018 People's Republic of China
| | - Wenxing Chen
- National Engineering Laboratory for Textile Fiber Materials and Processing Technology (Zhejiang); Zhejiang Sci-Tech University; Hangzhou 310018 People's Republic of China
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6
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Teng CY, Sheng YJ, Tsao HK. Particle size-induced transition between surface segregation and bulk aggregation in a thin film of athermal polymer-nanoparticle blends. J Chem Phys 2017; 146:014904. [DOI: 10.1063/1.4973608] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Chih-Yu Teng
- Department of Chemical Engineering, National Taiwan University, Taipei 106, Taiwan
| | - Yu-Jane Sheng
- Department of Chemical Engineering, National Taiwan University, Taipei 106, Taiwan
| | - Heng-Kwong Tsao
- Department of Chemical and Materials Engineering, National Central University, Jhongli 320, Taiwan
- Department of Physics, National Central University, Jhongli 320, Taiwan
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7
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Xu Q, Chen L. Integral equation prediction of structure of nanocomposites with polymer-grafted nanoparticles near solid surface. POLYMER 2016. [DOI: 10.1016/j.polymer.2016.10.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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8
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Brown JR, Seo Y, Maula TAD, Hall LM. Fluids density functional theory and initializing molecular dynamics simulations of block copolymers. J Chem Phys 2016; 144:124904. [DOI: 10.1063/1.4943982] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Jonathan R. Brown
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Ave., Columbus, Ohio 43210, USA
| | - Youngmi Seo
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Ave., Columbus, Ohio 43210, USA
| | - Tiara Ann D. Maula
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Ave., Columbus, Ohio 43210, USA
| | - Lisa M. Hall
- William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, 151 W. Woodruff Ave., Columbus, Ohio 43210, USA
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9
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Wang L, Zhou H, Wang X, Mi J. Mechanism of bubble nucleation in poly(ε-caprolactone) foaming at low temperature. POLYMER 2015. [DOI: 10.1016/j.polymer.2015.10.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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10
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Duan ZG, Huang M, Cui W, Cao XZ. Indirect interacting force between nanoparticles within athermal polymers: A Langevin dynamics study. Chem Phys Lett 2015. [DOI: 10.1016/j.cplett.2015.09.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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11
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Casalegno M, Kotowski D, Bernardi A, Luzzati S, Po R, Raos G. The effect of donor content on the efficiency of P3HT:PCBM bilayers: optical and photocurrent spectral data analyses. Phys Chem Chem Phys 2015; 17:2447-56. [DOI: 10.1039/c4cp03827d] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
A numerical analysis of optical absorption and photocurrent data reveals extensive interdiffusion in P3HT:PCBM bilayer devices.
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Affiliation(s)
- Mosé Casalegno
- Dipartimento di Chimica
- Materiali e Ingegneria Chimica “G. Natta”
- Politecnico di Milano
- 20131 Milano
- Italy
| | - Dariusz Kotowski
- Istituto per lo Studio delle Macromolecole
- Consiglio Nazionale delle Ricerche
- 20133 Milano
- Italy
| | - Andrea Bernardi
- Research Center for Non-Conventional Energies
- Istituto ENI Donegani
- Eni S.p.A
- 28100 Novara
- Italy
| | - Silvia Luzzati
- Istituto per lo Studio delle Macromolecole
- Consiglio Nazionale delle Ricerche
- 20133 Milano
- Italy
| | - Riccardo Po
- Research Center for Non-Conventional Energies
- Istituto ENI Donegani
- Eni S.p.A
- 28100 Novara
- Italy
| | - Guido Raos
- Dipartimento di Chimica
- Materiali e Ingegneria Chimica “G. Natta”
- Politecnico di Milano
- 20131 Milano
- Italy
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12
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Cao XZ, Duan ZG, Wang JS, Cui W, Liu YS, Wu CX. Thin polymer-layer decorated, structure adjustable crystals of nanoparticles. Phys Chem Chem Phys 2015; 17:22533-7. [DOI: 10.1039/c5cp01924a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Polymer chains take a two dimensional thin layer conformation on substrates, instead of being stretched by dense nanoparticles.
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Affiliation(s)
- Xue-Zheng Cao
- Department of Physics
- Zhejiang Sci-Tech University
- Hangzhou 310018
- P. R. China
| | - Zhi-Guang Duan
- Department of Physics
- Zhejiang Sci-Tech University
- Hangzhou 310018
- P. R. China
| | - Jun-Shu Wang
- Department of Physics
- Zhejiang Sci-Tech University
- Hangzhou 310018
- P. R. China
| | - Wei Cui
- Department of Physics and ITPA
- Xiamen University
- Xiamen 361005
- P. R. China
| | - Yong-Song Liu
- Department of Physics
- Zhejiang Sci-Tech University
- Hangzhou 310018
- P. R. China
| | - Chen-Xu Wu
- Department of Physics and ITPA
- Xiamen University
- Xiamen 361005
- P. R. China
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13
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Zhao Q, Wang W, Zhang C, Du Z, Mi J. Understanding the microstructure of particle dispersion in confined copolymer nanocomposites. Phys Chem Chem Phys 2015; 17:26338-45. [DOI: 10.1039/c5cp03915k] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Innovation: confinement enhances the dispersion of particles with weak attraction in copolymers, while the effect can be reversed as the attraction increases.
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Affiliation(s)
- Qiangli Zhao
- State Key Laboratory of Organic-Inorganic Composites
- Beijing University of Chemical Technology
- Beijing 100029
- China
- Key Laboratory for Macromolecular Science of Shaanxi Province
| | - Wenliang Wang
- Key Laboratory for Macromolecular Science of Shaanxi Province
- College of Chemistry and Chemical Engineering
- Shaanxi Normal University
- Xi'an 710062
- China
| | - Chen Zhang
- State Key Laboratory of Organic-Inorganic Composites
- Beijing University of Chemical Technology
- Beijing 100029
- China
| | - Zhongjie Du
- State Key Laboratory of Organic-Inorganic Composites
- Beijing University of Chemical Technology
- Beijing 100029
- China
| | - Jianguo Mi
- State Key Laboratory of Organic-Inorganic Composites
- Beijing University of Chemical Technology
- Beijing 100029
- China
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14
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Zhao Q, Feng Y, Zhang C, Du Z, Tian M, Mi J. Extension of integral equation theory to microphase separation of block copolymers. Mol Phys 2014. [DOI: 10.1080/00268976.2014.985754] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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15
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Wang X, Sang DK, Chen J, Mi J. Theoretical insights into nucleation of CO2and CH4hydrates for CO2capture and storage. Phys Chem Chem Phys 2014; 16:26929-37. [DOI: 10.1039/c4cp03709j] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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16
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Chang Y, Mi J, Zhong C. Density functional theory for carbon dioxide crystal. J Chem Phys 2014; 140:204706. [PMID: 24880310 DOI: 10.1063/1.4878413] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We present a density functional approach to describe the solid-liquid phase transition, interfacial and crystal structure, and properties of polyatomic CO2. Unlike previous phase field crystal model or density functional theory, which are derived from the second order direct correlation function, the present density functional approach is based on the fundamental measure theory for hard-sphere repulsion in solid. More importantly, the contributions of enthalpic interactions due to the dispersive attractions and of entropic interactions arising from the molecular architecture are integrated in the density functional model. Using the theoretical model, the predicted liquid and solid densities of CO2 at equilibrium triple point are in good agreement with the experimental values. Based on the structure of crystal-liquid interfaces in different planes, the corresponding interfacial tensions are predicted. Their respective accuracies need to be tested.
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Affiliation(s)
- Yiwen Chang
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
| | - Jianguo Mi
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
| | - Chongli Zhong
- State Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
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17
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Ganesan V, Jayaraman A. Theory and simulation studies of effective interactions, phase behavior and morphology in polymer nanocomposites. SOFT MATTER 2014; 10:13-38. [PMID: 24651842 DOI: 10.1039/c3sm51864g] [Citation(s) in RCA: 125] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Polymer nanocomposites are a class of materials that consist of a polymer matrix filled with inorganic/organic nanoscale additives that enhance the inherent macroscopic (mechanical, optical and electronic) properties of the polymer matrix. Over the past few decades such materials have received tremendous attention from experimentalists, theoreticians, and computational scientists. These studies have revealed that the macroscopic properties of polymer nanocomposites depend strongly on the (microscopic) morphology of the constituent nanoscale additives in the polymer matrix. As a consequence, intense research efforts have been directed to understand the relationships between interactions, morphology, and the phase behavior of polymer nanocomposites. Theory and simulations have proven to be useful tools in this regard due to their ability to link molecular level features of the polymer and nanoparticle additives to the resulting morphology within the composite. In this article we review recent theory and simulation studies, presenting briefly the methodological developments underlying PRISM theories, density functional theory, self-consistent field theory approaches, and atomistic and coarse-grained molecular simulations. We first discuss the studies on polymer nanocomposites with bare or un-functionalized nanoparticles as additives, followed by a review of recent work on composites containing polymer grafted or functionalized nanoparticles as additives. We conclude each section with a brief outlook on some potential future directions.
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Affiliation(s)
- Venkat Ganesan
- Department of Chemical Engineering, University of Texas, Austin, USA.
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18
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Cao XZ, Merlitz H, Wu CX, Sommer JU. Polymer-induced inverse-temperature crystallization of nanoparticles on a substrate. ACS NANO 2013; 7:9920-9926. [PMID: 24098894 DOI: 10.1021/nn4037738] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Using molecular dynamics simulations, we study the properties of liquid state polymer-nanoparticle composites confined between two parallel substrates, with an attractive polymer-substrate interaction. Polymers are in the semidilute regime at concentrations far above the overlap point, and nanoparticles are in good solvent and without enthalpic attraction to the substrates. An increase of temperature then triggers the crystallization of nanoparticles on one of the two substrate surfaces-a surprising phenomenon, which is explained in terms of scaling theory, such as through competing effects of adsorption-and correlation blobs. Moreover, we show that the first, closely packed layer of nanoparticles on the substrate increases the depletion attraction of additional nanoparticles from the bulk, thereby enhancing and stabilizing the formation of a crystalline phase on the substrate. Within the time frame accessible to our numerical simulations, the crystallization of nanoparticles was irreversible; that is, their crystalline phase, once created, remained undamaged after a decrease of the temperature. Our study leads to a class of thermoreactive nanomaterials, in which the transition between a homogeneous state with dissolved nanoparticles and a surface-crystallized state is triggered by a temperature jump.
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Affiliation(s)
- Xue-Zheng Cao
- Leibniz-Institut für Polymerforschung Dresden, 01069 Dresden, Germany
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19
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Shen G, Ji X, Öberg S, Lu X. A hybrid perturbed-chain SAFT density functional theory for representing fluid behavior in nanopores: Mixtures. J Chem Phys 2013; 139:194705. [DOI: 10.1063/1.4825078] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
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20
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Jang SG, Audus DJ, Klinger D, Krogstad DV, Kim BJ, Cameron A, Kim SW, Delaney KT, Hur SM, Killops KL, Fredrickson GH, Kramer EJ, Hawker CJ. Striped, Ellipsoidal Particles by Controlled Assembly of Diblock Copolymers. J Am Chem Soc 2013; 135:6649-57. [DOI: 10.1021/ja4019447] [Citation(s) in RCA: 195] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
| | | | | | | | - Bumjoon J. Kim
- Department of Chemical
and Biomolecular
Engineering, Korea Advanced Institute of Science and Technology, Daehon 305-701, Republic of Korea
| | | | | | | | | | - Kato L. Killops
- Edgewood Chemical Biological Center, U.S. Army Research, Development, and Engineering Command, Aberdeen Proving Ground, Maryland 21010, United States
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21
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Padmanabhan V. Effect of grafting on nanoparticle segregation in polymer/nanoparticle blends near a substrate. J Chem Phys 2012; 137:094907. [DOI: 10.1063/1.4749383] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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