1
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Qu T, Nan G, Ouyang Y, Bieketuerxun B, Yan X, Qi Y, Zhang Y. Structure-Property Relationship, Glass Transition, and Crystallization Behaviors of Conjugated Polymers. Polymers (Basel) 2023; 15:4268. [PMID: 37959948 PMCID: PMC10649048 DOI: 10.3390/polym15214268] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 10/26/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
Conjugated polymers have gained considerable interest due to their unique structures and promising applications in areas such as optoelectronics, photovoltaics, and flexible electronics. This review focuses on the structure-property relationship, glass transition, and crystallization behaviors of conjugated polymers. Understanding the relationship between the molecular structure of conjugated polymers and their properties is essential for optimizing their performance. The glass transition temperature (Tg) plays a key role in determining the processability and application of conjugated polymers. We discuss the mechanisms underlying the glass transition phenomenon and explore how side-chain interaction affects Tg. The crystallization behavior of conjugated polymers significantly impacts their mechanical and electrical properties. We investigate the nucleation and growth processes, as well as the factors that influence the crystallization process. The development of the three generations of conjugated polymers in controlling the crystalline structure and enhancing polymer ordering is also discussed. This review highlights advanced characterization techniques such as X-ray diffraction, atomic force microscopy, and thermal analysis, which provide insights into molecular ordering and polymer-crystal interfaces. This review provides an insight of the structure-property relationship, glass transition, and crystallization behaviors of conjugated polymers. It serves as a foundation for further research and development of conjugated polymer-based materials with enhanced properties and performance.
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Affiliation(s)
- Tengfei Qu
- University and College Key Lab of Natural Product Chemistry and Application in Xinjiang, School of Chemistry and Chemical Engineering, Yili Normal University, Yining 835000, China
| | - Guangming Nan
- University and College Key Lab of Natural Product Chemistry and Application in Xinjiang, School of Chemistry and Chemical Engineering, Yili Normal University, Yining 835000, China
| | - Yan Ouyang
- University and College Key Lab of Natural Product Chemistry and Application in Xinjiang, School of Chemistry and Chemical Engineering, Yili Normal University, Yining 835000, China
| | - Bahaerguli. Bieketuerxun
- University and College Key Lab of Natural Product Chemistry and Application in Xinjiang, School of Chemistry and Chemical Engineering, Yili Normal University, Yining 835000, China
| | - Xiuling Yan
- University and College Key Lab of Natural Product Chemistry and Application in Xinjiang, School of Chemistry and Chemical Engineering, Yili Normal University, Yining 835000, China
| | - Yunpeng Qi
- University and College Key Lab of Natural Product Chemistry and Application in Xinjiang, School of Chemistry and Chemical Engineering, Yili Normal University, Yining 835000, China
| | - Yi Zhang
- Anhui Key Laboratory of Spin Electron and Nanomaterials of Anhui Higher Education Institutes, School of Chemistry and Chemical Engineering, Suzhou University, Suzhou 234000, China
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2
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Ye S, Lotocki V, Xu H, Seferos DS. Group 16 conjugated polymers based on furan, thiophene, selenophene, and tellurophene. Chem Soc Rev 2022; 51:6442-6474. [PMID: 35843215 DOI: 10.1039/d2cs00139j] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Five-membered aromatic rings containing Group 16 elements (O, S, Se, and Te), also referred as chalcogenophenes, are ubiquitous building blocks for π-conjugated polymers (CPs). Among these, polythiophenes have been established as a model system to study the interplay between molecular structure, solid-state organization, and electronic performance. The judicious substitution of alternative heteroatoms into polythiophenes is a promising strategy for tuning their properties and improving the performance of derived organic electronic devices, thus leading to the recent abundance of CPs containing furan, selenophene, and tellurophene. In this review, we first discuss the current status of Kumada, Negishi, Murahashi, Suzuki-Miyaura, and direct arylation polymerizations, representing the best routes to access well-defined chalcogenophene-containing homopolymers and copolymers. The self-assembly, optical, solid-state, and electronic properties of these polymers and their influence on device performance are then summarized. In addition, we highlight post-polymerization modifications as effective methods to transform polychalcogenophene backbones or side chains in ways that are unobtainable by direct polymerization. Finally, the major challenges and future outlook in this field are presented.
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Affiliation(s)
- Shuyang Ye
- Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, Ontario, M5S 3H6, Canada.
| | - Victor Lotocki
- Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, Ontario, M5S 3H6, Canada.
| | - Hao Xu
- Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, Ontario, M5S 3H6, Canada.
| | - Dwight S Seferos
- Department of Chemistry, University of Toronto, 80 St. George Street, Toronto, Ontario, M5S 3H6, Canada. .,Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, Ontario M5S 3E5, Canada
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3
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Peng Z, Ye L, Ade H. Understanding, quantifying, and controlling the molecular ordering of semiconducting polymers: from novices to experts and amorphous to perfect crystals. MATERIALS HORIZONS 2022; 9:577-606. [PMID: 34878458 DOI: 10.1039/d0mh00837k] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Molecular packing and texture of semiconducting polymers are often critical to the performance of devices using these materials. Although frameworks exist to quantify the ordering, interpretations are often just qualitative, resulting in imprecise use of terminology. Here, we reemphasize the significance of quantifying molecular ordering in terms of degree of crystallinity (volume fractions that are ordered) and quality of ordering and their relation to the size scale of an ordered region. We are motivated in part by our own imprecise and inconsistent use of terminology in the past, as well as the need to have a primer or tutorial reference to teach new group members. We strive to develop and use consistent terminology with regards to crystallinity, semicrystallinity, paracrystallinity, and related characteristics. To account for vastly different quality of ordering along different directions, we classify paracrystals into 2D and 3D paracrystals and use paracrystallite to describe the spatial extent of molecular ordering in 1-10 nm. We show that a deeper understanding of molecular ordering can be achieved by combining grazing-incidence wide-angle X-ray scattering and differential scanning calorimetry, even though not all aspects of these measurements are consistent, and some classification appears to be method dependent. We classify a broad range of representative polymers under common processing conditions into five categories based on the quantitative analysis of the paracrystalline disorder parameter (g) and thermal transitions. A small database is presented for 13 representative conjugated and insulating polymers ranging from amorphous to semi-paracrystalline. Finally, we outline the challenges to rationally design more perfect polymer crystals and propose a new molecular design approach that envisions conceptual molecular grafting that is akin to strained and unstrained hetero-epitaxy in classic (compound) semiconductors thin film growth.
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Affiliation(s)
- Zhengxing Peng
- Department of Physics and Organic and Carbon Electronics Laboratories (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, USA.
| | - Long Ye
- Department of Physics and Organic and Carbon Electronics Laboratories (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, USA.
| | - Harald Ade
- Department of Physics and Organic and Carbon Electronics Laboratories (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, USA.
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4
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Liang Q, Hu Z, Yao J, Wu Z, Ding Z, Zhao K, Jiao X, Liu J, Huang W. Blending Donors with Different Molecular Weights: An Efficient Strategy to Resolve the Conflict between Coherence Length and Intermixed Phase in Polymer/Nonfullerene Solar Cells. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2022; 18:e2103804. [PMID: 34825447 DOI: 10.1002/smll.202103804] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/15/2021] [Indexed: 06/13/2023]
Abstract
Long coherence lengths (CLs) of crystals and proper intermixed phase amount guarantee charge transport and exciton dissociate efficiently, which is crucial for organic solar cells (OSCs) to achieve high device performance. However, extending CLs usually reduces the intermixed phase, leading to an insufficient interface for exciton dissociation. Herein, a strategy using a binary polymer with different molecular weights as donor is employed, that is, poly(3-hexylthiophene-2,5-diyl) (P3HT) with high (P3HT-H) and low (P3HT-L) molecular weight are blended as donor, and (5Z,5'Z)-5,5'-(((4,4,9,9-tetraoctyl-4,9-dihydro-s-indaceno[1,2-b:5,6-b']dithiophene-2,7-diyl)bis(benzo[c][1,2,5]thiadiazole-7,4-diyl))bis(methanylylidene))bis(3-ethyl-2-thioxothiazolidin-4-one) (O-IDTBR) is used as acceptor. In kinetics, the entanglements of P3HT-H are relieved due to the higher molecular diffusivity of P3HT-L. In thermodynamics, the miscibility of P3HT-L/O-IDTBR, P3HT-H/O-IDTBR, and P3HT-L/P3HT-H blends increases in turn. Hence, P3HT forms a more ordered structure with longer CLs after adding P3HT-L, which also drives O-IDTBR dispersed in P3HT crystalline regions diffuse to the O-IDTBR crystalline regions to further self-organize. Consequently, the CLs of both P3HT and O-IDTBR are extended, while keeping the intermixed phase amount proper. The optimized microstructure boosts device performance from 7.03% to 7.80%, which is one of the highest values reported for P3HT/O-IDTBR blends. This is a novel way to solve the conflict mentioned above, which may provide guidance to finely regulating the morphology of the active layer.
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Affiliation(s)
- Qiuju Liang
- Northwestern Polytechnical University, Xi'an, 710129, China
| | - Zhangbo Hu
- Northwestern Polytechnical University, Xi'an, 710129, China
| | - Jianhong Yao
- Northwestern Polytechnical University, Xi'an, 710129, China
| | - Zihao Wu
- Northwestern Polytechnical University, Xi'an, 710129, China
| | | | - Kui Zhao
- Shaanxi Normal University, Xi'an, 710119, China
| | - Xuechen Jiao
- Monash University, Wellington Road, Clayton, VIC, 3800, Australia
| | - Jiangang Liu
- Northwestern Polytechnical University, Xi'an, 710129, China
| | - Wei Huang
- Northwestern Polytechnical University, Xi'an, 710129, China
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5
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Liu D, Ding Z, Wu Y, Liu SF, Han Y, Zhao K. In Situ Study of Molecular Aggregation in Conjugated Polymer/Elastomer Blends toward Stretchable Electronics. Macromolecules 2021. [DOI: 10.1021/acs.macromol.1c01537] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Dongle Liu
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Shaanxi Key Laboratory for Advanced Energy Devices, Shaanxi Engineering Laboratory for Advanced Energy Technology, School of Materials Science and Engineering, Shaanxi Normal University, Xi’an 710119, Shaanxi, China
| | - Zicheng Ding
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Shaanxi Key Laboratory for Advanced Energy Devices, Shaanxi Engineering Laboratory for Advanced Energy Technology, School of Materials Science and Engineering, Shaanxi Normal University, Xi’an 710119, Shaanxi, China
| | - Yin Wu
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Shaanxi Key Laboratory for Advanced Energy Devices, Shaanxi Engineering Laboratory for Advanced Energy Technology, School of Materials Science and Engineering, Shaanxi Normal University, Xi’an 710119, Shaanxi, China
| | - Shengzhong Frank Liu
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Shaanxi Key Laboratory for Advanced Energy Devices, Shaanxi Engineering Laboratory for Advanced Energy Technology, School of Materials Science and Engineering, Shaanxi Normal University, Xi’an 710119, Shaanxi, China
| | - Yanchun Han
- State Key Laboratory of Polymer Physics and Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, 5625 Renmin Street, Changchun 130022, China
| | - Kui Zhao
- Key Laboratory of Applied Surface and Colloid Chemistry, Ministry of Education, Shaanxi Key Laboratory for Advanced Energy Devices, Shaanxi Engineering Laboratory for Advanced Energy Technology, School of Materials Science and Engineering, Shaanxi Normal University, Xi’an 710119, Shaanxi, China
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6
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Mukherjee S, Streit JK, Gann E, Saurabh K, Sunday DF, Krishnamurthy A, Ganapathysubramanian B, Richter LJ, Vaia RA, DeLongchamp DM. Polarized X-ray scattering measures molecular orientation in polymer-grafted nanoparticles. Nat Commun 2021; 12:4896. [PMID: 34385430 PMCID: PMC8361200 DOI: 10.1038/s41467-021-25176-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 07/08/2021] [Indexed: 11/08/2022] Open
Abstract
Polymer chains are attached to nanoparticle surfaces for many purposes, including altering solubility, influencing aggregation, dispersion, and even tailoring immune responses in drug delivery. The most unique structural motif of polymer-grafted nanoparticles (PGNs) is the high-density region in the corona where polymer chains are stretched under significant confinement, but orientation of these chains has never been measured because conventional nanoscale-resolved measurements lack sensitivity to polymer orientation in amorphous regions. Here, we directly measure local chain orientation in polystyrene grafted gold nanoparticles using polarized resonant soft X-ray scattering (P-RSoXS). Using a computational scattering pattern simulation approach, we measure the thickness of the anisotropic region of the corona and extent of chain orientation within it. These results demonstrate the power of P-RSoXS to discover and quantify orientational aspects of structure in amorphous soft materials and provide a framework for applying this emerging technique to more complex, chemically heterogeneous systems in the future.
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Affiliation(s)
- Subhrangsu Mukherjee
- Material Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Jason K Streit
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, USA
- UES, Inc., Dayton, OH, USA
| | - Eliot Gann
- Material Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Kumar Saurabh
- Department of Mechanical Engineering, Iowa State University, Ames, IA, USA
| | - Daniel F Sunday
- Material Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA
| | | | | | - Lee J Richter
- Material Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Richard A Vaia
- Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright Patterson Air Force Base, OH, USA
| | - Dean M DeLongchamp
- Material Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA.
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7
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Lee Y, Mongare A, Plant A, Ryu D. Strain-Microstructure-Optoelectronic Inter-Relationship toward Engineering Mechano-Optoelectronic Conjugated Polymer Thin Films. Polymers (Basel) 2021; 13:935. [PMID: 33803632 PMCID: PMC8002877 DOI: 10.3390/polym13060935] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/12/2021] [Accepted: 03/15/2021] [Indexed: 02/01/2023] Open
Abstract
Mechano-optoelectronic (MO) behavior indicates changes in optoelectronic properties in response to the applied mechanical deformation. The MO behavior can be employed to monitor the mechanical deformation of a targeted system by tracing its optoelectronic properties. Poly(3-hexylthiophene) and phenyl-C61-butyric acid methyl ester (P3HT/PCBM) blend thin films exhibited changes in direct current under tensile strain. Although optoelectronic properties and photovoltaic performance of P3HT/PCBM blends have been studied extensively and intensively, research required for MO properties has a fundamental difference from previous research mostly for solar cells. In research for MO systems, a greater extent of changes in optoelectronic properties under mechanical deformation is favorable. Herein, previous research for optoelectronic properties and mechanical properties of conjugated polymers will be reviewed from a perspective on MO properties. The microstructure of a conjugated polymer thin film plays a pivotal role in its optoelectronic properties and mechanical properties. Key parameters involved in the microstructure of conjugated polymer thin films will be addressed. A scalable process is required to broaden applications of MO systems. Potential challenges in the fabrication of MO conjugated polymer thin films will be discussed. Finally, this review is envisioned to provide insight into the design and manufacturing of MO conjugated polymer thin films.
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Affiliation(s)
- Youngmin Lee
- Department of Chemical Engineering, New Mexico Tech, Socorro, NM 87801, USA;
| | - Alfred Mongare
- Department of Mechanical Engineering, New Mexico Tech, Socorro, NM 87801, USA;
| | - Aaron Plant
- Department of Chemical Engineering, New Mexico Tech, Socorro, NM 87801, USA;
| | - Donghyeon Ryu
- Department of Mechanical Engineering, New Mexico Tech, Socorro, NM 87801, USA;
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8
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Wolf CM, Guio L, Scheiwiller SC, O’Hara RP, Luscombe CK, Pozzo LD. Blend Morphology in Polythiophene–Polystyrene Composites from Neutron and X-ray Scattering. Macromolecules 2021. [DOI: 10.1021/acs.macromol.0c02512] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Caitlyn M. Wolf
- Department of Chemical Engineering, University of Washington, Box 351750, Seattle, Washington 98195-1750, United States
| | - Lorenzo Guio
- Department of Material Science and Engineering, University of Washington, Box 352120, Seattle, Washington 98195-2120, United States
| | - Sage C. Scheiwiller
- Department of Chemical Engineering, University of Washington, Box 351750, Seattle, Washington 98195-1750, United States
| | - Ryan P. O’Hara
- Department of Chemical Engineering, University of Washington, Box 351750, Seattle, Washington 98195-1750, United States
| | - Christine K. Luscombe
- Department of Material Science and Engineering, University of Washington, Box 352120, Seattle, Washington 98195-2120, United States
| | - Lilo D. Pozzo
- Department of Chemical Engineering, University of Washington, Box 351750, Seattle, Washington 98195-1750, United States
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9
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Gu K, Wang Y, Li R, Tsai E, Onorato JW, Luscombe CK, Priestley RD, Loo YL. Role of Postdeposition Thermal Annealing on Intracrystallite and Intercrystallite Structuring and Charge Transport in Poly(3-hexylthiophene). ACS APPLIED MATERIALS & INTERFACES 2021; 13:999-1007. [PMID: 33372509 DOI: 10.1021/acsami.0c16676] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The performance of electronic devices comprising conjugated polymers as the active layer depends not only on the intrinsic characteristics of the materials but also on the details of the extrinsic processing conditions. In this study, we examine the effect of postdeposition thermal treatments on the microstructure of poly(3-hexylthiophene) (P3HT) thin films and its impact on their electrical properties. Unsurprisingly, we find thermal annealing of P3HT thin films to generally increase their crystallinity and crystallite coherence length while retaining the same crystal structure. Despite such favorable structural improvements of the polymer active layers, however, thermal annealing at high temperatures can lead to a net reduction in the mobility of transistors, implicating structural changes in the intercrystallite amorphous regions of these semicrystalline active layers take place on annealing, and the simplistic picture that crystallinity governs charge transport is not always valid. Our results instead suggest tie-chain pullout, which occurs during crystal growth and perfection upon thermal annealing to govern charge transport, particularly in low-molecular-weight systems in which the tie-chain fraction is low. By demonstrating the interplay between intracrystallite and intercrystallite structuring in determining the macroscopic charge transport, we shed light on how structural evolution and charge-transport properties of nominally the same polymer can vary depending on the details of processing.
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Affiliation(s)
- Kaichen Gu
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States
| | - Yucheng Wang
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States
| | - Ruipeng Li
- National Synchrotron Light Source II (NSLS II), Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Esther Tsai
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Jonathan W Onorato
- Materials Science and Engineering Department, University of Washington, Seattle, Washington 98195-2120, United States
| | - Christine K Luscombe
- Materials Science and Engineering Department, University of Washington, Seattle, Washington 98195-2120, United States
- Department of Chemistry, University of Washington, Seattle, Washington 98195-1700, United States
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, Washington 98195, United States
| | - Rodney D Priestley
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States
- Princeton Institute for the Science and Technology of Materials, Princeton University, Princeton, New Jersey 08544, United States
| | - Yueh-Lin Loo
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States
- Andlinger Center for Energy and the Environment, Princeton University, Princeton, New Jersey 08544, United States
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10
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Kuei B, Gomez ED. Pushing the limits of high-resolution polymer microscopy using antioxidants. Nat Commun 2021; 12:153. [PMID: 33420049 PMCID: PMC7794589 DOI: 10.1038/s41467-020-20363-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Accepted: 11/26/2020] [Indexed: 01/29/2023] Open
Abstract
High-resolution transmission electron microscopy (HRTEM) has been transformative to the field of polymer science, enabling the direct imaging of molecular structures. Although some materials have remarkable stability under electron beams, most HRTEM studies are limited by the electron dose the sample can handle. Beam damage of conjugated polymers is not yet fully understood, but it has been suggested that the diffusion of secondary reacting species may play a role. As such, we examine the effect of the addition of antioxidants to a series of solution-processable conjugated polymers as an approach to mitigating beam damage. Characterizing the effects of beam damage by calculating critical dose DC values from the decay of electron diffraction peaks shows that beam damage of conjugated polymers in the TEM can be minimized by using antioxidants at room temperature, even if the antioxidant does not alter or incorporate into polymer crystals. As a consequence, the addition of antioxidants pushes the resolution limit of polymer microscopy, enabling imaging of a 3.6 Å lattice spacing in poly[(5,6-difluoro-2,1,3-benzothiadiazol-4,7-diyl)-alt-(3,3″'-di(2-octyldodecyl)-2,2';5',2″;5″,2″'-quaterthiophene-5,5″'-diyl)] (PffBT4T-2OD).
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Affiliation(s)
- Brooke Kuei
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA
| | - Enrique D Gomez
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA.
- Department of Chemical Engineering, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA.
- Materials Research Institute, The Pennsylvania State University, University Park, Pennsylvania, 16802, USA.
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11
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Kuei B, Bator C, Gomez ED. Imaging 0.36 nm Lattice Planes in Conjugated Polymers by Minimizing Beam Damage. Macromolecules 2020. [DOI: 10.1021/acs.macromol.0c01082] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Brooke Kuei
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Carol Bator
- Huck Life Sciences, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Enrique D. Gomez
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Chemical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Materials Research Institute, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
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12
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Ye D, Rongpipi S, Kiemle SN, Barnes WJ, Chaves AM, Zhu C, Norman VA, Liebman-Peláez A, Hexemer A, Toney MF, Roberts AW, Anderson CT, Cosgrove DJ, Gomez EW, Gomez ED. Preferred crystallographic orientation of cellulose in plant primary cell walls. Nat Commun 2020; 11:4720. [PMID: 32948753 PMCID: PMC7501228 DOI: 10.1038/s41467-020-18449-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 08/19/2020] [Indexed: 12/20/2022] Open
Abstract
Cellulose, the most abundant biopolymer on earth, is a versatile, energy rich material found in the cell walls of plants, bacteria, algae, and tunicates. It is well established that cellulose is crystalline, although the orientational order of cellulose crystallites normal to the plane of the cell wall has not been characterized. A preferred orientational alignment of cellulose crystals could be an important determinant of the mechanical properties of the cell wall and of cellulose-cellulose and cellulose-matrix interactions. Here, the crystalline structures of cellulose in primary cell walls of onion (Allium cepa), the model eudicot Arabidopsis (Arabidopsis thaliana), and moss (Physcomitrella patens) were examined through grazing incidence wide angle X-ray scattering (GIWAXS). We find that GIWAXS can decouple diffraction from cellulose and epicuticular wax crystals in cell walls. Pole figures constructed from a combination of GIWAXS and X-ray rocking scans reveal that cellulose crystals have a preferred crystallographic orientation with the (200) and (110)/([Formula: see text]) planes preferentially stacked parallel to the cell wall. This orientational ordering of cellulose crystals, termed texturing in materials science, represents a previously unreported measure of cellulose organization and contradicts the predominant hypothesis of twisting of microfibrils in plant primary cell walls.
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Affiliation(s)
- Dan Ye
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Sintu Rongpipi
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Sarah N Kiemle
- Department of Biology, The Pennsylvania State University, University Park, PA, 16802, USA
- 123 Clapp Laboratory, Mount Holyoke College, 50 College Street, South Hadley, MA, 01075, USA
| | - William J Barnes
- Department of Biology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Arielle M Chaves
- Department of Biological Sciences, The University of Rhode Island, Kingston, RI, 02881, USA
| | - Chenhui Zhu
- Advanced Light Source, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, 94720, USA
| | - Victoria A Norman
- Advanced Light Source, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, 94720, USA
| | - Alexander Liebman-Peláez
- Advanced Light Source, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, 94720, USA
| | - Alexander Hexemer
- Advanced Light Source, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA, 94720, USA
| | - Michael F Toney
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA
| | - Alison W Roberts
- Department of Biological Sciences, The University of Rhode Island, Kingston, RI, 02881, USA
| | - Charles T Anderson
- Department of Biology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Daniel J Cosgrove
- Department of Biology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Esther W Gomez
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
| | - Enrique D Gomez
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
- Department of Materials Science and Engineering and Materials Research Institute, The Pennsylvania State University, University Park, PA, 16802, USA.
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13
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Angunawela I, Nahid MM, Ghasemi M, Amassian A, Ade H, Gadisa A. The Critical Role of Materials' Interaction in Realizing Organic Field-Effect Transistors Via High-Dilution Blending with Insulating Polymers. ACS APPLIED MATERIALS & INTERFACES 2020; 12:26239-26249. [PMID: 32410453 DOI: 10.1021/acsami.0c04208] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
High-performance low-band-gap polymer semiconductors are visibly colored, making them unsuitable for transparent and imperceptible electronics without reducing film thickness to the nanoscale range. Herein, we demonstrate polymer/insulator blends exhibiting favorable miscibility that improves the transparency and carrier transport in an organic field-effect transistor (OFET) device. The mesoscale structures leading to more efficient charge transport in ultrathin films relevant to the realization of transparent and flexible electronic applications are explored based on thermodynamic material interaction principles in conjunction with optical and morphological studies. By blending the commodity polymer polystyrene (PS) with two high-performing polymers, PDPP3T and P (NDI2OD-T2) (known as N2200), a drastic difference in morphology and fiber network are observed due to considerable differences in the degree of thermodynamic interaction between the conjugated polymers and PS. Intrinsic material interaction behavior establishes a long-range intermolecular interaction in the PDPP3T polymer fibrillar network dispersed in the majority (80%) PS matrix resulting in a ca. 3-fold increased transistor hole mobility of 1.15 cm2 V-1 s-1 (highest = 1.5 cm2 V-1 s-1) as compared to the pristine material, while PS barely affects the electron mobility in N2200. These basic findings provide important guidelines to achieve high mobility in transparent OFETs.
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Affiliation(s)
- Indunil Angunawela
- Department of Physics, Organic and Carbon Electronics Labs (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Masrur M Nahid
- Department of Physics, Organic and Carbon Electronics Labs (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Masoud Ghasemi
- Department of Materials Science and Engsineering, Organic and Carbon Electronics Labs (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Aram Amassian
- Department of Materials Science and Engsineering, Organic and Carbon Electronics Labs (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Harald Ade
- Department of Physics, Organic and Carbon Electronics Labs (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, United States
| | - Abay Gadisa
- Department of Physics, Organic and Carbon Electronics Labs (ORaCEL), North Carolina State University, Raleigh, North Carolina 27695, United States
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14
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Xie R, Weisen AR, Lee Y, Aplan MA, Fenton AM, Masucci AE, Kempe F, Sommer M, Pester CW, Colby RH, Gomez ED. Glass transition temperature from the chemical structure of conjugated polymers. Nat Commun 2020; 11:893. [PMID: 32060331 PMCID: PMC7021822 DOI: 10.1038/s41467-020-14656-8] [Citation(s) in RCA: 87] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 01/23/2020] [Indexed: 11/20/2022] Open
Abstract
The glass transition temperature (Tg) is a key property that dictates the applicability of conjugated polymers. The Tg demarks the transition into a brittle glassy state, making its accurate prediction for conjugated polymers crucial for the design of soft, stretchable, or flexible electronics. Here we show that a single adjustable parameter can be used to build a relationship between the Tg and the molecular structure of 32 semiflexible (mostly conjugated) polymers that differ drastically in aromatic backbone and alkyl side chain chemistry. An effective mobility value, ζ, is calculated using an assigned atomic mobility value within each repeat unit. The only adjustable parameter in the calculation of ζ is the ratio of mobility between conjugated and non-conjugated atoms. We show that ζ correlates strongly to the Tg, and that this simple method predicts the Tg with a root-mean-square error of 13 °C for conjugated polymers with alkyl side chains.
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Affiliation(s)
- Renxuan Xie
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Albree R Weisen
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Youngmin Lee
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Melissa A Aplan
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Abigail M Fenton
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Ashley E Masucci
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Fabian Kempe
- Institute for Chemistry, Chemnitz University of Technology, Strasse der Nationen 62, 09111, Chemnitz, Germany
| | - Michael Sommer
- Institute for Chemistry, Chemnitz University of Technology, Strasse der Nationen 62, 09111, Chemnitz, Germany
| | - Christian W Pester
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Ralph H Colby
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
- The Materials Research Institute, The Pennsylvania State University, University Park, PA, 16802, USA.
| | - Enrique D Gomez
- Department of Chemical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
- Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA, 16802, USA.
- The Materials Research Institute, The Pennsylvania State University, University Park, PA, 16802, USA.
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15
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Zhang L, Zhao K, Li H, Zhang T, Liu D, Han Y. Liquid Crystal Ordering on Conjugated Polymers Film Morphology for High Performance. ACTA ACUST UNITED AC 2019. [DOI: 10.1002/polb.24885] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Lu Zhang
- State Key Laboratory of Polymer Physics and ChemistryChangchun Institute of Applied Chemistry, Chinese Academy of Sciences Changchun People's Republic of China
- University of Science and Technology of China Hefei People's Republic of China
| | - Kefeng Zhao
- State Key Laboratory of Polymer Physics and ChemistryChangchun Institute of Applied Chemistry, Chinese Academy of Sciences Changchun People's Republic of China
- University of Science and Technology of China Hefei People's Republic of China
| | - Hongxiang Li
- State Key Laboratory of Polymer Physics and ChemistryChangchun Institute of Applied Chemistry, Chinese Academy of Sciences Changchun People's Republic of China
- University of Science and Technology of China Hefei People's Republic of China
| | - Tao Zhang
- State Key Laboratory of Polymer Physics and ChemistryChangchun Institute of Applied Chemistry, Chinese Academy of Sciences Changchun People's Republic of China
- University of Science and Technology of China Hefei People's Republic of China
| | - Duo Liu
- State Key Laboratory of Polymer Physics and ChemistryChangchun Institute of Applied Chemistry, Chinese Academy of Sciences Changchun People's Republic of China
- University of Science and Technology of China Hefei People's Republic of China
| | - Yanchun Han
- State Key Laboratory of Polymer Physics and ChemistryChangchun Institute of Applied Chemistry, Chinese Academy of Sciences Changchun People's Republic of China
- University of Science and Technology of China Hefei People's Republic of China
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16
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Gu K, Loo Y. The Polymer Physics of Multiscale Charge Transport in Conjugated Systems. ACTA ACUST UNITED AC 2019. [DOI: 10.1002/polb.24873] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Kaichen Gu
- Department of Chemical and Biological EngineeringPrinceton University Princeton New Jersey 08544
| | - Yueh‐Lin Loo
- Department of Chemical and Biological EngineeringPrinceton University Princeton New Jersey 08544
- Andlinger Center for Energy and the EnvironmentPrinceton University Princeton New Jersey 08544
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17
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Zhang W, Bombile JH, Weisen AR, Xie R, Colby RH, Janik MJ, Milner ST, Gomez ED. Thermal Fluctuations Lead to Cumulative Disorder and Enhance Charge Transport in Conjugated Polymers. Macromol Rapid Commun 2019; 40:e1900134. [PMID: 31116905 DOI: 10.1002/marc.201900134] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 05/02/2019] [Indexed: 11/07/2022]
Abstract
All conjugated polymers examined to date exhibit significant cumulative lattice disorder, although the origin of this disorder remains unclear. Using atomistic molecular dynamics (MD) simulations, the detailed structures for single crystals of a commonly studied conjugated polymer, poly(3-hexylthiophene-2,5-diyl) (P3HT) are obtained. It is shown that thermal fluctuations of thiophene rings lead to cumulative disorder of the lattice with an effective paracrystallinity of about 0.05 in the π-π stacking direction. The thermal-fluctuation-induced lattice disorder can in turn limit the apparent coherence length that can be observed in diffraction experiments. Calculating mobilities from simulated crystal structures demonstrates that thermal-fluctuation-induced lattice disorder even enhances charge transport in P3HT. The mean inter-chain charge transfer integral is enhanced with increasing cumulative lattice disorder, which in turn leads to pathways for fast charge transport through crystals.
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Affiliation(s)
- Wenlin Zhang
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Joel H Bombile
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Albree R Weisen
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Renxuan Xie
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Ralph H Colby
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA.,Department of Materials Science and Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Michael J Janik
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Scott T Milner
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Enrique D Gomez
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA.,Department of Materials Science and Engineering, Pennsylvania State University, University Park, PA, 16802, USA.,Materials Research Institute, Pennsylvania State University, University Park, PA, 16802, USA
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18
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Litofsky JH, Lee Y, Aplan MP, Kuei B, Hexemer A, Wang C, Wang Q, Gomez ED. Polarized Soft X-ray Scattering Reveals Chain Orientation within Nanoscale Polymer Domains. Macromolecules 2019. [DOI: 10.1021/acs.macromol.8b02198] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
| | | | | | | | - Alexander Hexemer
- Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, California 94530, United States
| | - Cheng Wang
- Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, California 94530, United States
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19
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Gu K, Snyder CR, Onorato J, Luscombe CK, Bosse AW, Loo YL. Assessing the Huang-Brown Description of Tie Chains for Charge Transport in Conjugated Polymers. ACS Macro Lett 2018; 7:1333-1338. [PMID: 35651239 PMCID: PMC10478409 DOI: 10.1021/acsmacrolett.8b00626] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Intercrystallite molecular connections are widely recognized to tremendously impact the macroscopic properties of semicrystalline polymers. Because it is challenging to directly probe such connections, theoretical frameworks have been developed to quantify their concentrations and predict the mechanical properties that result from these connections. Tie-chain connectivity similarly impacts the electrical properties in semicrystalline conjugated polymers. Yet, its quantitative impact has eluded the community. Here, we assess the Huang-Brown model, a framework commonly used to describe the structural origins of mechanical properties in polyolefins, to quantitatively elucidate the effect of tie chains on the electrical properties of a model conjugated polymer. We found that a critical tie-chain fraction of 10-3 is needed to support macroscopic charge transport, below which intercrystallite connectivity limits charge transport, and above which intracrystallite disorder is the bottleneck. Extending the Huang-Brown framework to conjugated polymers enables the prediction of macroscopic electrical properties based on experimentally accessible morphological parameters. Our study implicates the importance of long and rigid polymer chains for efficient charge transport over device length scales.
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Affiliation(s)
- Kaichen Gu
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States
| | - Chad R. Snyder
- Materials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, Maryland 20899, United States
| | - Jonathan Onorato
- Materials Science and Engineering Department, University of Washington, Seattle, Washington 98195-2120, United States
| | - Christine K. Luscombe
- Materials Science and Engineering Department, University of Washington, Seattle, Washington 98195-2120, United States
- Department of Chemistry, University of Washington, Seattle, Washington 98195-1700, United States
- Molecular Engineering and Sciences Institute, University of Washington, Seattle, Washington 98195-1652, United States
| | - August W. Bosse
- Corporate Strategic Research, ExxonMobil Research and Engineering Company, Annandale, New Jersey 08801, United States
| | - Yueh-Lin Loo
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States
- Andlinger Center for Energy and the Environment, Princeton University, Princeton, NJ 08544New Jersey 08544, United States
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20
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McBride M, Persson N, Keane D, Bacardi G, Reichmanis E, Grover MA. A Polymer Blend Approach for Creation of Effective Conjugated Polymer Charge Transport Pathways. ACS APPLIED MATERIALS & INTERFACES 2018; 10:36464-36474. [PMID: 30273486 DOI: 10.1021/acsami.8b13255] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Understanding the role of the distribution of polymer chain lengths on process-structure-property relationships in semiconducting organic electronics has remained elusive due to challenges in synthesizing targeted molecular weights ( Mw) and polydispersity indices. Here, a facile blending approach of various poly(3-hexylthiophene) (P3HT) molecular weights is used to investigate the impact of the distribution of polymer chain lengths on self-assembly into aggregates and associated charge transport properties. Low and high Mw samples were blended to form a highly polydisperse sample which was compared to a similar, medium Mw control. Self-assembly was induced by preprocessing the polymer solution with UV irradiation and subsequent solution aging before deposition via blade-coating. Superior charge carrier (hole) mobilities were observed for the blend and control samples. Furthermore, their solution lifetimes exceeded 14 days. UV-vis spectral analysis suggests that low Mw P3HT lacks the mesoscale crystallinity required for percolative charge transport. In contrast, when the Mw is too high, the polymer rapidly aggregates, leading to paracrystalline disorder and structural inhomogeneity that interrupts charge-transfer pathways. The role of grain boundaries, fibrillar order, and macroscale alignment is characterized via grazing-incidence wide-angle X-ray scattering, atomic force microscopic, and optical microscopic techniques. The results presented here provide additional guidance on the interplay between polymer solubility, self-assembly, network interconnectivity, and charge transport to enable robust polymer ink formulations with reliable and reproducible performance attributes.
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Affiliation(s)
- Michael McBride
- School of Chemical & Biomolecular Engineering , Georgia Institute of Technology , 311 Ferst Drive , Atlanta , Georgia 30332 , United States
| | - Nils Persson
- School of Chemical & Biomolecular Engineering , Georgia Institute of Technology , 311 Ferst Drive , Atlanta , Georgia 30332 , United States
| | - Danny Keane
- School of Chemical & Biomolecular Engineering , Georgia Institute of Technology , 311 Ferst Drive , Atlanta , Georgia 30332 , United States
| | - Guillermo Bacardi
- School of Chemical & Biomolecular Engineering , Georgia Institute of Technology , 311 Ferst Drive , Atlanta , Georgia 30332 , United States
| | - Elsa Reichmanis
- School of Chemical & Biomolecular Engineering , Georgia Institute of Technology , 311 Ferst Drive , Atlanta , Georgia 30332 , United States
- School of Chemistry & Biochemistry , Georgia Institute of Technology , 901 Atlantic Drive , Atlanta , Georgia 30332 , United States
- School of Materials Science and Engineering , Georgia Institute of Technology , 771 Ferst Drive , Atlanta , Georgia 30332 , United States
| | - Martha A Grover
- School of Chemical & Biomolecular Engineering , Georgia Institute of Technology , 311 Ferst Drive , Atlanta , Georgia 30332 , United States
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21
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Nagasawa S, Al-Naamani E, Saeki A. Computer-Aided Screening of Conjugated Polymers for Organic Solar Cell: Classification by Random Forest. J Phys Chem Lett 2018; 9:2639-2646. [PMID: 29733216 DOI: 10.1021/acs.jpclett.8b00635] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Owing to the diverse chemical structures, organic photovoltaic (OPV) applications with a bulk heterojunction framework have greatly evolved over the last two decades, which has produced numerous organic semiconductors exhibiting improved power conversion efficiencies (PCEs). Despite the recent fast progress in materials informatics and data science, data-driven molecular design of OPV materials remains challenging. We report a screening of conjugated molecules for polymer-fullerene OPV applications by supervised learning methods (artificial neural network (ANN) and random forest (RF)). Approximately 1000 experimental parameters including PCE, molecular weight, and electronic properties are manually collected from the literature and subjected to machine learning with digitized chemical structures. Contrary to the low correlation coefficient in ANN, RF yields an acceptable accuracy, which is twice that of random classification. We demonstrate the application of RF screening for the design, synthesis, and characterization of a conjugated polymer, which facilitates a rapid development of optoelectronic materials.
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Affiliation(s)
- Shinji Nagasawa
- Department of Applied Chemistry, Graduate School of Engineering , Osaka University , 2-1 Yamadaoka , Suita, Osaka 565-0871 , Japan
| | - Eman Al-Naamani
- Department of Applied Chemistry, Graduate School of Engineering , Osaka University , 2-1 Yamadaoka , Suita, Osaka 565-0871 , Japan
| | - Akinori Saeki
- Department of Applied Chemistry, Graduate School of Engineering , Osaka University , 2-1 Yamadaoka , Suita, Osaka 565-0871 , Japan
- Precursory Research for Embryonic Science and Technology (PRESTO) , Japan Science and Technology Agency , 4-1-8 Honcho , Kawaguchi, Saitama 332-0012 , Japan
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22
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Zhang W, Milner ST, Gomez ED. Nematic Order Imposes Molecular Weight Effect on Charge Transport in Conjugated Polymers. ACS CENTRAL SCIENCE 2018; 4:413-421. [PMID: 29632888 PMCID: PMC5879482 DOI: 10.1021/acscentsci.8b00011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Indexed: 05/05/2023]
Abstract
Nematic order, in the bulk or at interfaces, is ubiquitous for semiflexible conjugated polymers. Nevertheless, the effect of liquid crystalline order on charge transport remains unclear. Using an analytical model, we demonstrate that nematic order leads to an enhancement in charge mobilities when compared to isotropic chains. Furthermore, we predict a quadratic dependence of the charge mobility on molecular weight of the chains. Analysis of the probability of forming hairpin defects also shows how the persistence length affects charge transport in conjugated polymers. We speculate that the prevalence of nematic order in conjugated polymers explains the reported increase in charge mobilities with molecular weight.
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Affiliation(s)
- Wenlin Zhang
- Department
of Chemical Engineering, The Pennsylvania
State University, University Park, Pennsylvania 16802, United States
| | - Scott T. Milner
- Department
of Chemical Engineering, The Pennsylvania
State University, University Park, Pennsylvania 16802, United States
| | - Enrique D. Gomez
- Department
of Chemical Engineering, The Pennsylvania
State University, University Park, Pennsylvania 16802, United States
- Materials
Research Institute, The Pennsylvania State
University, University Park, Pennsylvania 16802, United States
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23
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Smith BH, Zhang Q, Kelly MA, Litofsky JH, Kumar D, Hexemer A, You W, Gomez ED. Fluorination of Donor-Acceptor Copolymer Active Layers Enhances Charge Mobilities in Thin-Film Transistors. ACS Macro Lett 2017; 6:1162-1167. [PMID: 35650936 DOI: 10.1021/acsmacrolett.7b00716] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Several recent reports have demonstrated that fluorinated analogues of donor/acceptor copolymers surpass nonfluorinated counterparts in terms of performance in electronic devices. Using a copolymer series consisting of fluorinated, partially fluorinated, and nonfluorinated benzotriazole, we confirm that the addition of fluorine substituents beneficially impacts charge transport in polymer semiconductors. Transistor measurements demonstrated a factor of 5 increase in carrier mobilities with the degree of fluorination of the backbone. Furthermore, grazing-incidence X-ray diffraction data indicates progressively closer packing between the conjugated cores and an overall greater amount of π-stacking in the fluorinated materials. It is likely that attractive interactions between the electron-rich donor and fluorinated electron-deficient acceptor units induce very tightly stacking crystallites, which reduce the energetic barrier for charge hopping. In addition, a change in crystallite orientation was observed from primarily edge-on without fluorine substituents to mostly face-on with fluorinated benzotriazole.
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Affiliation(s)
| | - Qianqian Zhang
- Department
of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27514, United States
| | - Mary Allison Kelly
- Department
of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27514, United States
| | | | - Dinesh Kumar
- Advanced
Light Source, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Alexander Hexemer
- Advanced
Light Source, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Wei You
- Department
of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27514, United States
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24
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Rosu C, Chu PH, Tassone CJ, Park K, Balding PL, Park JO, Srinivasarao M, Reichmanis E. Polypeptide Composite Particle-Assisted Organization of π-Conjugated Polymers into Highly Crystalline "Coffee Stains". ACS APPLIED MATERIALS & INTERFACES 2017; 9:34337-34348. [PMID: 28925677 DOI: 10.1021/acsami.7b10223] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
We demonstrate that homopolypeptides covalently tethered to anisotropically shaped silica particles induce crystalline ordering of representative semiconducting polymers. Films drop-cast from chloroform dispersions of poly(γ-stearyl-l-glutamate) (PSLG) composite particles and poly(3-hexythiophene) (P3HT) led to highly ordered crystalline structures of P3HT. Hydrophobic-hydrophobic interactions between the alkyl side chains of P3HT and PSLG were the main driving force for P3HT chain ordering into the crystalline assemblies. It was found that the orientation of rigid P3HT fibrils on the substrate adopted the directionality of the evaporating front. Regardless of the PSLG-coated particle dimensions used, the drop-cast films displayed patterns that were shaped by the coffee ring and Marangoni effects. PSLG-coated particles of high axial ratio (4.2) were more efficient in enhancing the electronic performance of P3HT than low axial ratio (2.6) homologues. Devices fabricated from the ordered assemblies displayed improved charge-carrier transport performance when compared to devices fabricated from P3HT alone. These results suggest that PSLG can favorably mediate the organization of semiconducting polymers.
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Affiliation(s)
| | | | - Christopher J Tassone
- Stanford Synchrotron Radiation Lightsource, Stanford Linear Accelerator Center , Stanford, California 94025, United States
| | - Katherine Park
- Molecular Vista, Inc. , 6840 Via Del Oro, Suite 110, San Jose, California 95119, United States
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25
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Xie R, Lee Y, Aplan MP, Caggiano NJ, Müller C, Colby RH, Gomez ED. Glass Transition Temperature of Conjugated Polymers by Oscillatory Shear Rheometry. Macromolecules 2017. [DOI: 10.1021/acs.macromol.7b00712] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | | | | | | | - Christian Müller
- Department
of Chemistry and Chemical Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden
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