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Huang J, Cai Y, Gan S, Liang Y, Han Q. Mechanisms of Strain-Dependent Interlayer Dynamic Friction in Graphene. ACS APPLIED MATERIALS & INTERFACES 2025; 17:18981-18995. [PMID: 40094415 DOI: 10.1021/acsami.4c16697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Two-dimensional materials have now become the main components of nanoelectromechanical systems due to their outstanding properties in practical application. This study investigates dynamic friction between rotational graphene layers under equi-biaxial tensile and shear strain via molecular dynamics simulations from the perspective of energy dissipation. To eliminate the influence of commensurability and the edge effect, a friction pair model with annular graphene as a slider is established. The mechanisms of strain effect coupling with temperature, rotational frequency, and supporting stiffness on the interlayer friction are analyzed. The results indicate that tensile strain reduces interlayer friction, while the shear strain effect on friction varies with temperature. The mechanism of frictional dissipation is explained from the perspectives of interface moiré pattern, entropic effect, interatomic interactions, effective contact atoms, in-plane deformation, out-of-plane lattice vibration, and phonon state density. The results of the research will provide a theoretical basis for the design and manipulation of nanoelectromechanical systems and two-dimensional materials.
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Affiliation(s)
- Jianzhang Huang
- School of Civil Engineering and Transportation, Guangzhou University, 230 Wai Huan Xi Road, Guangzhou Higher Education Mega Center, Guangzhou 510006, Guangdong, China
| | - Yi Cai
- School of Civil Engineering and Transportation, Guangzhou University, 230 Wai Huan Xi Road, Guangzhou Higher Education Mega Center, Guangzhou 510006, Guangdong, China
| | - Shuang Gan
- School of Civil Engineering and Transportation, Guangzhou University, 230 Wai Huan Xi Road, Guangzhou Higher Education Mega Center, Guangzhou 510006, Guangdong, China
| | - Yingjing Liang
- School of Civil Engineering and Transportation, Guangzhou University, 230 Wai Huan Xi Road, Guangzhou Higher Education Mega Center, Guangzhou 510006, Guangdong, China
| | - Qiang Han
- School of Civil Engineering and Transportation, South China University of Technology, 381 Wushan Road, Tianhe District, Guangzhou 510641, Guangdong, China
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Hirata K, Omi JI, Taniguchi D, Miyazawa K, Komatsu F, Takahashi Y, Fukuma T. Corrosion Inspection for Hard Disk Media with Carbon-Based Overcoats by In-Liquid Open-Loop Electric Potential Microscopy. ACS APPLIED MATERIALS & INTERFACES 2024; 16:70020-70027. [PMID: 39656445 DOI: 10.1021/acsami.4c14138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
The hard disk medium (HDM) with a carbon overcoat (COC) is a fundamental component of a hard disk drive. The conventional test for its corrosion durability, known as the "HOT/WET test," requires considerable time and effort and does not provide any local information about the corrosion. Here, we address this issue by employing open-loop electric potential microscopy (OL-EPM), a potential measurement technique based on atomic force microscopy (AFM), for corrosion inspection. To explore the applicability of OL-EPM, we observed the surface of the HDMs with different COC thicknesses in a dilute HNO3 solution. Through time-dependent and high-resolution OL-EPM observations, we found that this technique can be used for detecting nanoscale COC defects. This is because the HDM surface under a COC defect is exposed to the solution and undergoes anodic dissolution, increasing the local potential around the defect. This is readily detected by OL-EPM even before corrosion product formation around the defects induces the topographic change. This work demonstrates that OL-EPM is useful not only for understanding the local corrosion mechanisms but also for detecting the COC defects in a much shorter time (∼3 h) than the HOT/WET test (3-4 days).
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Affiliation(s)
- Kaito Hirata
- Institute for Frontier Science and Initiative, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Jun-Ichi Omi
- Division of Electrical Engineering and Computer Science, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Daiki Taniguchi
- Division of Electrical Engineering and Computer Science, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Keisuke Miyazawa
- Division of Frontier Engineering, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
- Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Fumiya Komatsu
- Division of Electrical Engineering and Computer Science, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Yasufumi Takahashi
- Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
- Department of Electrical Engineering, Nagoya University, Furo-cho, Nagoya 464-8601, Japan
- Research Institute for Quantum and Chemical Innovation, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Nagoya 464-8601, Japan
| | - Takeshi Fukuma
- Division of Electrical Engineering and Computer Science, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
- Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
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Wu Z, Wang Y, Wu T, Wang Y, Chen W, Zhou C, Ma M, Zheng Q. Wear-free sliding electrical contacts with ultralow electrical resistivity. Proc Natl Acad Sci U S A 2024; 121:e2406800121. [PMID: 39536080 PMCID: PMC11588068 DOI: 10.1073/pnas.2406800121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024] Open
Abstract
Sliding electrical contacts are commonly applied in electrical connectors, such as conductive slip rings, pantographs, switches, and commutators. However, they suffer from several unavoidable problems caused by friction and wear, including high energy consumption, intermittent failures, limited life, and even failure disasters. In this study, we realized an ultralow-friction and long-distance wear-free state, defined as structural superlubricity (SSL), between sliding electrical interfaces under ambient conditions. A conductive SSL can be implemented in experiments with single-crystal graphite flakes on flattened metals, such as Au and Ni films. Furthermore, we found that depositing a 2 to 3-nm-thick diamond-like carbon (DLC) film on a nickel alloy can lead to an even lower resistivity than that of metals alone. In addition, we revealed the mechanism by which DLC films can improve the conductivity between graphite and metals through density functional-theory simulations. In addition, we prepared a prototype of the SSL slip ring and proved that it possessed ultralow friction, was wear-free, and had no intermittent failures. Consequently, our results demonstrate a unique type of electrical-contact interface for applications requiring conduction while sliding. Thus, we opened the door for SSL electromechanical coupling.
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Affiliation(s)
- Zhanghui Wu
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Engineering Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
| | - Yiran Wang
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Mechanical Engineering, Tsinghua University, Beijing100084, China
| | - Tielin Wu
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Engineering Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
| | - Yelingyi Wang
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Engineering Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
| | - Weipeng Chen
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Engineering Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
| | - Chucheng Zhou
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Engineering Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
| | - Ming Ma
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Mechanical Engineering, Tsinghua University, Beijing100084, China
- State Key Lab of Tribology in Advanced Equipment, Tsinghua University, Beijing100084, China
- Institute of Superlubricity Technology, Research Institute of Tsinghua University in Shenzhen, Shenzhen518057, China
| | - Quanshui Zheng
- Center for Nano and Micro Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Department of Engineering Mechanics, School of Aerospace Engineering, Tsinghua University, Beijing100084, China
- Institute of Superlubricity Technology, Research Institute of Tsinghua University in Shenzhen, Shenzhen518057, China
- Center of Double Helix, Tsinghua Shenzhen International Graduate School, Shenzhen518057, China
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Xu K, Xiao X, Wang L, Lou M, Wang F, Li C, Ren H, Wang X, Chang K. Data-Driven Materials Research and Development for Functional Coatings. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2405262. [PMID: 39297317 PMCID: PMC11558159 DOI: 10.1002/advs.202405262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Indexed: 11/14/2024]
Abstract
Functional coatings, including organic and inorganic coatings, play a vital role in various industries by providing a protective layer and introducing unique functionalities. However, its design often involves time-consuming experimentation with multiple materials and processing parameters. To overcome these limitations, data-driven approaches are gaining traction in materials science. In this paper, recent advances in data-driven materials research and development (R&D) for functional coatings, highlighting the importance, data sources, working processes, and applications of this paradigm are summarized. It is begun by discussing the challenges of traditional methods, then introduce typical data-driven processes. It is demonstrated how data-driven approaches enable the identification of correlations between input parameters and coating performance, thus allowing for efficient prediction and design. Furthermore, carefully selected case studies are presented across diverse industries that exemplify the effectiveness of data-driven methods in accelerating the discovery of new functional coatings with tailored properties. Finally, the emerging research directions, involving integrating advanced techniques and data from different sources, are addressed. Overall, this review provides an overview of data-driven materials R&D for functional coatings, shedding light on its potential and future developments.
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Affiliation(s)
- Kai Xu
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
| | - Xuelian Xiao
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
- Center of Materials Science and Optoelectronics EngineeringUniversity of Chinese Academy of SciencesBeijing100049China
| | - Linjing Wang
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
| | - Ming Lou
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
| | - Fangming Wang
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
- Center of Materials Science and Optoelectronics EngineeringUniversity of Chinese Academy of SciencesBeijing100049China
| | - Changheng Li
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
| | - Hui Ren
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
| | - Xue Wang
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
| | - Keke Chang
- Key Laboratory of Advanced Marine MaterialsNingbo Institute of Materials Technology and EngineeringChinese Academy of SciencesNingboZhejiang315201China
- Center of Materials Science and Optoelectronics EngineeringUniversity of Chinese Academy of SciencesBeijing100049China
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Pang S, Xie Y, Shen C, Zhang J. Magnetic Field and Temperature-Dependent Brillouin Light Scattering Spectra of Magnons in Yttrium Iron Garnet. J Phys Chem Lett 2023; 14:6977-6981. [PMID: 37506385 DOI: 10.1021/acs.jpclett.3c01639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2023]
Abstract
Knowledge of the magnon responses to an external magnetic field and temperature is significant for spintronics applications. Herein, exploiting Brillouin light scattering (BLS) spectroscopy, we investigate the magnetic field and temperature dependence of the magnon frequency, line width, and intensity in yttrium iron garnet (YIG). The applied magnetic field here can effectively change the magnon frequency while maintaining the lifetime of the magnon. Specifically, we determine the temperature dependence of magnon frequency and the linear relationship between magneto-optic effects-related terms (|A(+)|2/|A(-)|2) and temperature below room temperature (RT), which can serve as a temperature sensor. Our results open an avenue to sense the temperature and the external magnetic field, including the effective magnetic field induced by the magnetic proximity effect. Furthermore, our results provide a route toward designing the operating frequency and loss of the devices, facilitating future research in spin-related applications, including magnon-based logic, memory, sensing, and thermospin devices.
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Affiliation(s)
- Simin Pang
- State Key Laboratory of Superlattices and Microstructures, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yaru Xie
- State Key Laboratory of Superlattices and Microstructures, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chao Shen
- State Key Laboratory of Superlattices and Microstructures, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jun Zhang
- State Key Laboratory of Superlattices and Microstructures, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
- CAS Center of Excellence in Topological Quantum Computation, University of Chinese Academy of Sciences, Beijing 100049, China
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Saengow T, Silapunt R. Geometry-Dependent Magnetoelectric and Exchange Bias Effects of the Nano L-T Mode Bar Structure Magnetoelectric Sensor. MICROMACHINES 2023; 14:360. [PMID: 36838060 PMCID: PMC9966261 DOI: 10.3390/mi14020360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/26/2023] [Accepted: 01/27/2023] [Indexed: 06/18/2023]
Abstract
The geometry-dependent magnetoelectric (ME) and exchange bias (EB) effects of the nano ME sensor were investigated. The sensor consisted of the Longitudinal-Transverse (L-T) mode bi-layer bar structure comprising the ferromagnetic (FM) and ferroelectric (FE) materials and the anti-ferromagnetic (AFM) material. The bi-layer ME coefficient was derived from constitutive equations and Newton's second law. The trade-off between peak ME coefficient and optimal thickness ratio was realized. At the frequency × structure length = 0.1 and 1200, minimum and maximum peak ME coefficients of the Terfenol-D/PZT bi-layer were around 1756 and 5617 mV/Oe·cm, respectively, with 0.43 and 0.19 optimal thickness ratios, respectively. Unfortunately, the bi-layer could not distinguish the opposite magnetic field directions due to their similar output voltages. PtMn and Cr2O3, the AFM, were introduced to produce the EB effect. The simulation results showed the exchange field starting at a minimum PtMn thickness of 6 nm. Nevertheless, Cr2O3 did not induce the exchange field due to its low anisotropy constant. The tri-layer ME sensor consisting of PZT (4.22 nm)/Terfenol-D (18 nm)/PtMn (6 nm) was demonstrated in sensing 2 Tbit/in2 magnetic bits. The average exchange field of 5100 Oe produced the output voltage difference of 12.96 mV, sufficient for most nanoscale magnetic sensing applications.
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Lu M, Ge Y, Wang J, Chen Z, Song Z, Xu J, Zhao Y. Ultrafast Growth of Highly Conductive Graphene Films by a Single Subsecond Pulse of Microwave. ACS NANO 2022; 16:6676-6686. [PMID: 35293217 DOI: 10.1021/acsnano.2c01183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Currently, graphene films are expected to achieve real applications in various fields. However, the conventional synthesis methods still have intrinsic limitations, especially not being applicable on a surface with high curvature. Herein, an ultrafast synthesis method was developed for graphene and turbostratic graphite growth by a single subsecond pulse of microwaves generated by a household magnetron. We succeeded in growing high-quality around 10-layered turbostratic graphite in 0.16 s directly on the surface of an atomic force microscope probe and maintaining a tip curvature radius of less than 30 nm. The thus-produced probes showed high conductivity and tip durability. Moreover, turbostratic graphite film was also demonstrated to grow on the surface of dielectric Si flat substrates in a full coverage. Graphene can also grow on metallic Ni tips by this method. Our microwave ultrafast method can be used to grow high-quality graphene in a facile, efficient, and economical way.
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Affiliation(s)
- Mingming Lu
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
| | - Yifei Ge
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
- School of Future Technology, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jiahao Wang
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
| | - Zixuan Chen
- The GBA National Institute for Nanotechnology Innovation, Guangzhou 510535, China
| | - Zhiwei Song
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
| | - Jianxun Xu
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
- The GBA National Institute for Nanotechnology Innovation, Guangzhou 510535, China
| | - Yuliang Zhao
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
- The GBA National Institute for Nanotechnology Innovation, Guangzhou 510535, China
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Multilayer Coatings for Tribology: A Mini Review. NANOMATERIALS 2022; 12:nano12091388. [PMID: 35564097 PMCID: PMC9102559 DOI: 10.3390/nano12091388] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/13/2022] [Accepted: 04/15/2022] [Indexed: 01/06/2023]
Abstract
Friction and wear usually lead to huge energy loss and failure of machine pairs, which usually causes great economic losses. Researchers have made great efforts to reduce energy dissipation and enhance durability through advanced lubrication technologies. Single-layer coatings have been applied in many sectors of engineering, but the performance of single-layer coatings still has many limitations. One solution to overcome these limitations is to use a multilayer coating that combines different components with varied physical and chemical properties. In addition, multilayer coating with alternating layers only containing two components can lead to improved performance compared to a coating with only two different layers. This paper systematically reviews the design concept and properties of different types of multilayer coatings, including transition-metal nitride coatings, diamond-like carbon-based coatings, and other multilayer coatings. The inherent functional mechanisms of the multilayer structures are also detailed and discussed.
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Dwivedi N, Neogi A, Patra TK, Dhand C, Dutta T, Yeo RJ, Kumar R, Hashmi SAR, Srivastava AK, Tripathy S, Saifullah MSM, Sankaranarayanan SKRS, Bhatia CS. Angstrom-Scale Transparent Overcoats: Interfacial Nitrogen-Driven Atomic Intermingling Promotes Lubricity and Surface Protection of Ultrathin Carbon. NANO LETTERS 2021; 21:8960-8969. [PMID: 34714644 DOI: 10.1021/acs.nanolett.1c01997] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Lubricity, a phenomenon which enables the ease of motion of objects, and wear resistance, which minimizes material damage or degradation, are important fundamental characteristics for sustainable technology developments. Ultrathin coatings that promote lubricity and wear resistance are of huge importance for a number of applications, including magnetic storage and micro-/nanoelectromechanical systems. Conventional ultrathin coatings have, however, reached their limit. Graphene-based materials that have shown promise to reduce friction and wear have many intrinsic limitations such as high temperature and substrate-specific growth. To address these concerns, a great deal of research is currently ongoing to optimize graphene-based materials. Here we discover that angstrom-thick carbon (8 Å) significantly reduces interfacial friction and wear. This lubricant shows ultrahigh optical transparency and can be directly deposited on a wide range of surfaces at room temperature. Experiments combined with molecular dynamics simulations reveal that the lubricating efficacy of 8 Å carbon is further improved via interfacial nitrogen.
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Affiliation(s)
- Neeraj Dwivedi
- CSIR-Advanced Materials and Processes Research Institute, Bhopal 462 026, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Arnab Neogi
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, United States
| | - Tarak K Patra
- Department of Chemical Engineering, Indian Institute of Technology Madras, Chennai 600 036, India
| | - Chetna Dhand
- CSIR-Advanced Materials and Processes Research Institute, Bhopal 462 026, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Tanmay Dutta
- Empa-Swiss Federal Laboratories for Material Science and Technology, 9014 Dübendorf, Switzerland
| | - Reuben J Yeo
- Ecole Polytechnique Fédérale de Lausanne, Institute of Materials, Laboratory of Macromolecular and Organic Materials, 1015 Lausanne, Switzerland
| | - Rajeev Kumar
- CSIR-Advanced Materials and Processes Research Institute, Bhopal 462 026, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - S A R Hashmi
- CSIR-Advanced Materials and Processes Research Institute, Bhopal 462 026, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - A K Srivastava
- CSIR-Advanced Materials and Processes Research Institute, Bhopal 462 026, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Sudhiranjan Tripathy
- Institute of Materials Research and Engineering, A*STAR (Agency for Science, Technology, and Research), 2 Fusionopolis Way, Innovis, 08-03, Singapore 138634, Republic of Singapore
| | - Mohammad S M Saifullah
- Institute of Materials Research and Engineering, A*STAR (Agency for Science, Technology, and Research), 2 Fusionopolis Way, Innovis, 08-03, Singapore 138634, Republic of Singapore
| | - Subramanian K R S Sankaranarayanan
- Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, Illinois 60607, United States
- Center for Nanoscale Materials, Argonne National Laboratory, Argonne, Illinois 60439, United States
| | - Charanjit S Bhatia
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Republic of Singapore
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Anžel A, Heider D, Hattab G. The visual story of data storage: From storage properties to user interfaces. Comput Struct Biotechnol J 2021; 19:4904-4918. [PMID: 34527195 PMCID: PMC8430386 DOI: 10.1016/j.csbj.2021.08.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/19/2021] [Accepted: 08/19/2021] [Indexed: 12/15/2022] Open
Abstract
About fifty times more data has been created than there are stars in the observable universe. Current trends in data creation and consumption mean that the devices and storage media we use will require more physical space. Novel data storage media such as DNA are considered a viable alternative. Yet, the introduction of new storage technologies should be accompanied by an evaluation of user requirements. To assess such needs, we designed and conducted a survey to rank different storage properties adapted for visualization. That is, accessibility, capacity, usage, mutability, lifespan, addressability, and typology. Withal, we reported different storage devices over time while ranking them by their properties. Our results indicated a timeline of three distinct periods: magnetic, optical and electronic, and alternative media. Moreover, by investigating user interfaces across different operating systems, we observed a predominant presence of bar charts and tree maps for the usage of a medium and its file directory hierarchy, respectively. Taken together with the results of our survey, this allowed us to create a customized user interface that includes data visualizations that can be toggled for both user groups: Experts and Public.
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Affiliation(s)
- Aleksandar Anžel
- University of Marburg, Department of Mathematics and Computer Science, Marburg 35043, Germany
| | - Dominik Heider
- University of Marburg, Department of Mathematics and Computer Science, Marburg 35043, Germany
| | - Georges Hattab
- University of Marburg, Department of Mathematics and Computer Science, Marburg 35043, Germany
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