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Fukuda I, Moritsugu K, Higo J, Fukunishi Y. A cutoff-based method with charge-distribution-data driven pair potentials for efficiently estimating electrostatic interactions in molecular systems. J Chem Phys 2023; 159:234116. [PMID: 38112509 DOI: 10.1063/5.0172270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/27/2023] [Indexed: 12/21/2023] Open
Abstract
We introduce a simple cutoff-based method for precise electrostatic energy calculations in the molecular dynamics (MD) simulations of point-particle systems. Our method employs a theoretically derived smooth pair potential function to define electrostatic energy, offering stability and computational efficiency in MD simulations. Instead of imposing specific physical conditions, such as dielectric environments or charge neutrality, we focus on the relationship represented by a single summation formula of charge-weighted pair potentials. This approach allows an accurate energy approximation for each particle, enabling a straightforward error analysis. The resulting particle-dependent pair potential captures the charge distribution information, making it suitable for heterogeneous systems and ensuring an enhanced accuracy through distant information inclusion. Numerical investigations of the Madelung constants of crystalline systems validate the method's accuracy.
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Affiliation(s)
- Ikuo Fukuda
- Graduate School of Science, Osaka Metropolitan University, 1-2 Gakuen-cho, Naka-ku, Sakai, Osaka 599-8231, Japan
- Japan Biological Informatics Consortium, 2-4-32 Aomi, Koto-ku, Tokyo, 135-8073, Japan
| | - Kei Moritsugu
- Graduate School of Science, Osaka Metropolitan University, 1-2 Gakuen-cho, Naka-ku, Sakai, Osaka 599-8231, Japan
| | - Junichi Higo
- Graduate School of Information Science, University of Hyogo, 7-1-28 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo650-0047, Japan
- Research Organization of Science and Technology, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga 525-8577, Japan
| | - Yoshifumi Fukunishi
- Cellular and Molecular Biotechnology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2-3-26, Aomi, Koto-ku, Tokyo 135-0064, Japan
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Grigoriev FV, Sulimov VB. Atomistic Simulation of Physical Vapor Deposition of Optical Thin Films. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:1717. [PMID: 37299620 PMCID: PMC10254358 DOI: 10.3390/nano13111717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 06/12/2023]
Abstract
A review of the methods and results of atomistic modeling of the deposition of thin optical films and a calculation of their characteristics is presented. The simulation of various processes in a vacuum chamber, including target sputtering and the formation of film layers, is considered. Methods for calculating the structural, mechanical, optical, and electronic properties of thin optical films and film-forming materials are discussed. The application of these methods to studying the dependences of the characteristics of thin optical films on the main deposition parameters is considered. The simulation results are compared with experimental data.
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Affiliation(s)
- Fedor Vasilievich Grigoriev
- Research Computing Center, M.V. Lomonosov Moscow State University (MSU), 119991 Moscow, Russia;
- Moscow Center for Fundamental and Applied Mathematics, 119991 Moscow, Russia
| | - Vladimir Borisovich Sulimov
- Research Computing Center, M.V. Lomonosov Moscow State University (MSU), 119991 Moscow, Russia;
- Moscow Center for Fundamental and Applied Mathematics, 119991 Moscow, Russia
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Shi P, Zhu Y, Xu H, Yan C, Liu D, Yue L, Chen G. Insights into the carbonization mechanism of PAN-derived carbon precursor fibers and establishment of a kinetics-driven accelerated reaction template for atomistic simulation. Phys Chem Chem Phys 2023; 25:13946-13965. [PMID: 37190774 DOI: 10.1039/d2cp05196f] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
To better understand the chemistry behind the carbonization process of the polyacrylonitrile (PAN)-based precursor fibers and provide a more authentic virtual counterpart of the process-inherited model for process optimization and rational performance design, we develop arrow-pushing reaction routes for primary exhaust gas product (H2O/H2/HCN/N2/tar vapor) formation and a pragmatic kinetics-driven accelerated reaction template for atomistic simulation of the carbonization process overcoming traditional challenges in time scale discrepancy of the reaction-diffusion system. The results of enthalpy barriers from hybrid first principles calculations validate the rationality and sequence of conjectured reactions during the two-stage carbonization process. Conversion rates of the rate-determining steps under 300 s carbonization are also estimated based on Eyring's transition state theory realizing kinetics equivalency of the reaction extent. Process-control measurements are further demonstrated corresponding to the proposed mechanism. The iterative densified crosslinking scheme specially designed for the surface layer is implanted into the topological reaction molecular dynamics template and a series of highly devisable structural models during the whole evolutionary process from the pre-oxidized fiber to the pristine carbon fiber surface are successfully predicted. The ultimate structure of the model presents excellent similarity in carbon yield and elemental composition with the type II high strength carbon fiber surface.
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Affiliation(s)
- Pengcheng Shi
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yingdan Zhu
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Haibing Xu
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
| | - Chun Yan
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
| | - Dong Liu
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
| | - Lingyu Yue
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
| | - Gang Chen
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, 315201, China.
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Fukuda I, Nakamura H. Non-Ewald methods for evaluating the electrostatic interactions of charge systems: similarity and difference. Biophys Rev 2022; 14:1315-1340. [PMID: 36659982 PMCID: PMC9842848 DOI: 10.1007/s12551-022-01029-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 11/30/2022] [Indexed: 01/13/2023] Open
Abstract
In molecular simulations, it is essential to properly calculate the electrostatic interactions of particles in the physical system of interest. Here we consider a method called the non-Ewald method, which does not rely on the standard Ewald method with periodic boundary conditions, but instead relies on the cutoff-based techniques. We focus on the physicochemical and mathematical conceptual aspects of the method in order to gain a deeper understanding of the simulation methodology. In particular, we take into account the reaction field (RF) method, the isotropic periodic sum (IPS) method, and the zero-multipole summation method (ZMM). These cutoff-based methods are based on different physical ideas and are completely distinguishable in their underlying concepts. The RF and IPS methods are "additive" methods that incorporate information outside the cutoff region, via dielectric medium and isotropic boundary condition, respectively. In contrast, the ZMM is a "subtraction" method that tries to remove the artificial effects, generated near the boundary, from the cutoff sphere. Nonetheless, we find physical and/or mathematical similarities between these methods. In particular, the modified RF method can be derived by the principle of neutralization utilized in the ZMM, and we also found a direct relationship between IPS and ZMM.
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Affiliation(s)
- Ikuo Fukuda
- Graduate School of Information Science, University of Hyogo, 7-1-28 Minatojima, Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047 Japan
| | - Haruki Nakamura
- Institute for Protein Research, Osaka University, 3-2 Yamadaoka, Suita, Osaka 565-0871 Japan
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Zhang T, Fu XB, Leng HS, Liu SL, Long SR, Yang JC, Zhang G, Wang XJ, Yang J. Improve the Interfacial Properties between Poly(arylene sulfide sulfone) and Carbon Fiber by Double Polymeric Grafted Layers Designed on a Carbon Fiber Surface. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2022; 38:10975-10985. [PMID: 36047935 DOI: 10.1021/acs.langmuir.2c01381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Double polymeric grafted layer is constructed by two steps of chemical reaction, in which two polymers had been used, respectively polydopamine (PDA) film and modified PASS (NH2-PASS) resin containing amine group, as the interphase in carbon fiber reinforced poly(arylene sulfide sulfone) (PASS) composite (CF/PASS) to work on enhancing the interfacial property. All the test results of chemical components and chemical structures on the carbon fiber surface show that the double polymeric grafted layer was constructed successfully with PDA and NH2-PASS chains. And obvious characteristics of thin PDA film and a polymer layer can be clearly seen in the morphology of modified carbon fiber. In addition to this, the obvious interphase and change in the thickness of interphase have been observed in the modulus distribution images of CF/PASS. The final superb performance is achieved by PASS composites with a double polymeric grafted layer, 27.2% and 198.6% superior to the original PASS composite for IFSS and ILSS, respectively. Moreover, the result also indicates that constructing a double polymeric grafted layer on a carbon fiber surface is a promising technique to modify carbon fiber for processing high-performance advanced thermoplastic composites and is more environmental friendly as well as convenient.
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Affiliation(s)
- Tong Zhang
- College of Polymer Science and Engineering, Sichuan University, Chengdu 610064, People's Republic of China
- Jiangsu JITRI Advanced Polymer Materials Research Institute Co., Ltd, Nanjing 210000, China
| | - Xiao-Bo Fu
- College of Polymer Science and Engineering, Sichuan University, Chengdu 610064, People's Republic of China
| | - Huai-Sen Leng
- College of Polymer Science and Engineering, Sichuan University, Chengdu 610064, People's Republic of China
- Jiangsu JITRI Advanced Polymer Materials Research Institute Co., Ltd, Nanjing 210000, China
| | - Sui-Lin Liu
- Analytical and Testing Center, Sichuan University, Chengdu 610064, People's Republic of China
| | - Sheng-Ru Long
- Analytical and Testing Center, Sichuan University, Chengdu 610064, People's Republic of China
| | - Jia-Cao Yang
- Analytical and Testing Center, Sichuan University, Chengdu 610064, People's Republic of China
| | - Gang Zhang
- Analytical and Testing Center, Sichuan University, Chengdu 610064, People's Republic of China
- State Key Laboratory of Polymer Materials Engineering, Sichuan University, Chengdu 610065, People's Republic of China
| | - Xiao-Jun Wang
- Analytical and Testing Center, Sichuan University, Chengdu 610064, People's Republic of China
| | - Jie Yang
- Analytical and Testing Center, Sichuan University, Chengdu 610064, People's Republic of China
- State Key Laboratory of Polymer Materials Engineering, Sichuan University, Chengdu 610065, People's Republic of China
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Marashizadeh P, Abshirini M, Saha MC, Huang L, Liu Y. Interfacial Properties and Fragmentation Process in ZnO Nanowire Coated Hybrid Carbon Fiber Composite: A Multiscale Modeling Approach. ADVANCED THEORY AND SIMULATIONS 2022. [DOI: 10.1002/adts.202200240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Parisa Marashizadeh
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
| | - Mohammad Abshirini
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
| | - Mrinal C. Saha
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
| | - Liangliang Huang
- School of Chemical, Biological, and Materials Engineering University of Oklahoma Norman OK 73019 USA
| | - Yingtao Liu
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
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Wu D, Liu X, Sheng Y, Wu N, Liu L, Dong Q, Wang M, Zhang R. Polyhedral Oligomeric Silsesquioxane Encountering Tannic Acid: A Mild and Efficient Strategy for Interface Modification on Carbon Fiber Composites. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2022; 38:8334-8341. [PMID: 35771047 DOI: 10.1021/acs.langmuir.2c00866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Designing and controlling the interfacial chemistry and microstructure of the carbon fiber is an important step in the surface modification and preparation of high-performance composites. To address this issue, a tannic acid (TA)/polyhedral oligomeric silsesquioxane (POSS) hybrid microstructure, similar to the topological structure, is designed on the fiber surface by one-pot synthesis under mild conditions. Fourier transform infrared (FT-IR), X-ray photoelectron spectroscopy (XPS), and atomic force microscopy (AFM) show that the functionality and surface roughness of the fiber are significantly broadened. Correspondingly, the tensile strength (TS) of CF-TA/POSS100 and interlaminar shear strength (ILSS) of CF-TA/POSS100-based composites increased by 18 and 34%, respectively. Following that, a failure mechanism study is conducted to demonstrate the interphase structure containing TA/POSS, which is quite critical in optimizing the mechanical performance of the multiscale composites. Moreover, the strategy for the use of TA for constructing a robust coating to replace the traditional modification without affecting the fiber intrinsic strength is an improved design and provides a new idea for the development of high-performance composites.
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Affiliation(s)
- Dongliang Wu
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
| | - Xiaodong Liu
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
| | - Yujing Sheng
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
| | - Nannan Wu
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
| | - Lei Liu
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
| | - Qi Dong
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
| | - Maoju Wang
- Qingdao Huashijie Environment Technology Co.,Ltd., 266590 Qingdao, People's Republic of China
| | - Ruliang Zhang
- School of Materials Science and Engineering, Shandong University of Science and Technology, 266590 Qingdao, People's Republic of China
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Banerjee P, Parasuram S, Kumar S, Bose S. Graphene oxide-mediated thermo-reversible bonds and in situ grown nano-rods trigger 'self-healable' interfaces in carbon fiber laminates. NANOSCALE 2022; 14:9004-9020. [PMID: 35700545 DOI: 10.1039/d2nr01234k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Carbon fiber reinforced epoxy (CFRE) laminate structures have emerged as futuristic materials having surpassed metals in strength and durability. The interfacial chemistry determines the mechanical performance of such laminates. In this study, a unique approach was adopted wherein the alternate layers of the carbon fiber (CF) mat were grown in situ with ZnO nano-rods and modified with bis-maleimide (BMI), and epoxy resin containing 0.2 or 0.5 wt% graphene oxide (GO) was infused using conventional VARTM technology to enhance the mechanical interlocking of epoxy with the fiber as well as to impart self-healing properties to the laminate. While ZnO rods offer surface roughness thereby facilitating better wetting of epoxy, the Diels-Alder thermo-reversible bonds between BMI and GO facilitate self-healing properties besides improving the interfacial adhesion between epoxy and CF. The rationale behind this work is to synergistically improve the interface-dominated mechanical properties like interlaminar shear strength (ILSS) while maintaining or even improving fiber-dominated properties like flexural strength (FS) as well as imparting considerable recovery in strength post the self-healing cycle. The laminates after this treatment (having 0.5 wt% GO) indeed exhibited 46% improvement in FS and 33% improvement in ILSS properties as well as an ILSS recovery of 70%. The surface analysis suggests that ZnO nano-rods offer surface roughness that helps in the wettability of the matrix on the fibers. In addition, the 2D and 3D representative volume analysis (RVE) model was established to identify the load transfer behaviour in the ZnO-CF-epoxy interface in the microscale reference region. The fractographic analysis confirmed that rigid ZnO nano-rods allowed better matrix adhesion resulting in improved mechanical performance.
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Affiliation(s)
- Poulami Banerjee
- Department of Materials Engineering, Indian Institute of Science, Bangalore - 560012, India.
| | - Sampath Parasuram
- Department of Materials Engineering, Indian Institute of Science, Bangalore - 560012, India.
| | - S Kumar
- Department of Materials Engineering, Indian Institute of Science, Bangalore - 560012, India.
| | - Suryasarathi Bose
- Department of Materials Engineering, Indian Institute of Science, Bangalore - 560012, India.
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Wang J, Marashizadeh P, Weng B, Larson P, Altan MC, Liu Y. Synthesis, Characterization, and Modeling of Aligned ZnO Nanowire-Enhanced Carbon-Fiber-Reinforced Composites. MATERIALS 2022; 15:ma15072618. [PMID: 35407949 PMCID: PMC9000236 DOI: 10.3390/ma15072618] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/27/2022] [Accepted: 03/30/2022] [Indexed: 11/25/2022]
Abstract
This paper presents the synthesis, characterization, and multiscale modeling of hybrid composites with enhanced interfacial properties consisting of aligned zinc oxide (ZnO) nanowires and continuous carbon fibers. The atomic layer deposition method was employed to uniformly synthesize nanoscale ZnO seeds on carbon fibers. Vertically aligned ZnO nanowires were grown from the deposited nanoscale seeds using the low-temperature hydrothermal method. Morphology and chemical compositions of ZnO nanowires were characterized to evaluate the quality of synthesized ZnO nanowires in hybrid fiber-reinforced composites. Single fiber fragmentation tests reveal that the interfacial shear strength (IFSS) in epoxy composites improved by 286%. Additionally, a multiscale modeling framework was developed to investigate the IFSS of hybrid composites with radially aligned ZnO nanowires. The cohesive zone model (CZM) was implemented to model the interface between fiber and matrix. The damage behavior of fiber was simulated using the ABAQUS user subroutine to define a material’s mechanical behavior (UMAT). Both experimental and analytical results indicate that the hierarchical carbon fibers enhanced by aligned ZnO nanowires are effective in improving the key mechanical properties of hybrid fiber-reinforced composites.
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Affiliation(s)
- Jingyu Wang
- School of Aerospace & Mechanical Engineering, University of Oklahoma, Norman, OK 73019, USA; (J.W.); (P.M.); (M.C.A.)
| | - Parisa Marashizadeh
- School of Aerospace & Mechanical Engineering, University of Oklahoma, Norman, OK 73019, USA; (J.W.); (P.M.); (M.C.A.)
| | - Binbin Weng
- School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK 73019, USA;
| | - Preston Larson
- Samuel Roberts Noble Microscopy Laboratory, University of Oklahoma, Norman, OK 73019, USA;
| | - M. Cengiz Altan
- School of Aerospace & Mechanical Engineering, University of Oklahoma, Norman, OK 73019, USA; (J.W.); (P.M.); (M.C.A.)
| | - Yingtao Liu
- School of Aerospace & Mechanical Engineering, University of Oklahoma, Norman, OK 73019, USA; (J.W.); (P.M.); (M.C.A.)
- Correspondence:
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