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Wang L, Luo D, Yang Y, Wu H, Peterson J, Gustafsson S, Guo L, Niu X, Liu H. Highly Corrosion-Resistant Ultrafine Silver Fiber Biopotential Sensor for Long-Term Monitoring. ACS APPLIED MATERIALS & INTERFACES 2025; 17:20790-20805. [PMID: 40148221 DOI: 10.1021/acsami.4c22905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/29/2025]
Abstract
Fabric electrodes are an important part of long-term medical-health-monitoring garments, but sweat corrosion can greatly affect their longevity and stability. In this study, the metal fabric biopotential sensor was chemically modified with 3-mercaptopropyltrimethoxysilane (MPTS). Ag/AgCl was formed on the electrode surface by constant voltage deposition. Ag/AgCl/3-Mercaptopropyltrimethoxysilane/silver-plated nylon electrodes (Ag/AgCl/MPTS/SPNE), Ag/AgCl/3-mercaptopropyltrimethoxysilane/silver-plated copper wire electrodes (Ag/AgCl/MPTS/SPCWE), and Ag/AgCl/3-mercaptopropyltrimethoxysilane/sterling silver yarn electrodes (Ag/AgCl/MPTS/SSYE) were prepared. Molecular dynamics (MD) simulations using Forcite were performed to investigate the anticorrosion mechanism of MPTS. The effects of the MPTS dip-coating time and chlorination parameters on the electrochemical properties were investigated. The corrosion resistance of the biopotential sensor was tested in simulated sweat and NaCl solutions. We analyzed the suitability of the biopotential sensor by the softness test, abrasion resistance test, washing resistance test, and motion noise resistance test. Ag/AgCl/MPTS/SSYE provides optimal corrosion resistance, comfort, motion noise resistance, and electrical properties. It can be used for wearable applications such as long-term electrocardiogram (ECG) signals, electromyogram (EMG) signals, and neuromuscular electrical stimulation (NMES).
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Affiliation(s)
- Lanmin Wang
- School of Textile Science and Engineering, Tiangong University, Tianjin 300387, China
- Key Laboratory of Advanced Textile Composite Materials of Ministry of Education, Tiangong University, Tianjin 300387, China
- Institute of Intelligent Wearable Electronic Textiles, Tiangong University, Tianjin 300387, China
| | - Dan Luo
- School of Textile Science and Engineering, Tiangong University, Tianjin 300387, China
- Key Laboratory of Advanced Textile Composite Materials of Ministry of Education, Tiangong University, Tianjin 300387, China
- Institute of Intelligent Wearable Electronic Textiles, Tiangong University, Tianjin 300387, China
| | - Ying Yang
- School of Textile Science and Engineering, Tiangong University, Tianjin 300387, China
- Key Laboratory of Advanced Textile Composite Materials of Ministry of Education, Tiangong University, Tianjin 300387, China
- Institute of Intelligent Wearable Electronic Textiles, Tiangong University, Tianjin 300387, China
| | - Han Wu
- School of Textile Science and Engineering, Tiangong University, Tianjin 300387, China
- Key Laboratory of Advanced Textile Composite Materials of Ministry of Education, Tiangong University, Tianjin 300387, China
- Institute of Intelligent Wearable Electronic Textiles, Tiangong University, Tianjin 300387, China
| | - Joel Peterson
- Department of Textile Technology, University of Borås, Borås 50332, Sweden
| | | | - Li Guo
- Department of Textile Technology, University of Borås, Borås 50332, Sweden
| | - Xin Niu
- School of Arts, Tiangong University, Tianjin 300387, China
- Key Laboratory of Advanced Textile Composite Materials of Ministry of Education, Tiangong University, Tianjin 300387, China
- Institute of Intelligent Wearable Electronic Textiles, Tiangong University, Tianjin 300387, China
| | - Hao Liu
- School of Textile Science and Engineering, Tiangong University, Tianjin 300387, China
- Key Laboratory of Advanced Textile Composite Materials of Ministry of Education, Tiangong University, Tianjin 300387, China
- Institute of Intelligent Wearable Electronic Textiles, Tiangong University, Tianjin 300387, China
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Medina H, Child N. A Review of Developments in Carbon-Based Nanocomposite Electrodes for Noninvasive Electroencephalography. SENSORS (BASEL, SWITZERLAND) 2025; 25:2274. [PMID: 40218785 PMCID: PMC11991328 DOI: 10.3390/s25072274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2025] [Revised: 03/26/2025] [Accepted: 04/02/2025] [Indexed: 04/14/2025]
Abstract
Wearable biosensors have been of interest for their wide range of uses, varying from recording biological signals to measuring strain of bending joints. Carbon nanoparticles have been utilized in biocompatible polymers to create nanocomposites with highly tunable mechanical and electrical properties. These nanocomposites have been demonstrated to be highly effective as wearable sensors for recording physiological signals such as electroencephalography (EEG), offering advantages in mechanical and electrical properties and signal quality over commercially available sensors while maintaining feasibility and scalability in manufacturing. This review aims to provide a critical summary of the recent literature on the properties, design, fabrication, and performance of carbon-based nanocomposites for EEG electrodes. The goal of this review is to highlight the various design configurations and properties thereof, manufacturing methods, performance measurements, and related challenges associated with these promising noninvasive dry soft electrodes. While this technology offers many advantages over either other noninvasive or their invasive counterparts, there are still various challenges and opportunities for improvements and innovation. For example, the investigation of gradient composite structures, hybrid nanocomposite/composite materials, hierarchical contact surfaces, and the influence of loading and alignment of the dispersal phase in the performance of these electrodes could lead to novel and better designs. Finally, current practices for evaluating the performance of novel EEG electrodes are discussed and challenged, emphasizing the critical need for the development of standardized assessment protocols, which could provide reliability in the field, enable benchmarking, and hence promote innovation.
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Affiliation(s)
- Hector Medina
- School of Engineering, Liberty University, University Blvd, Lynchburg, VA 24515, USA;
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Improta I, Rollo G, Buonocore GG, Del Ferraro S, Molinaro V, D’Addio G, De Rosa A, Lavorgna M. On the Enhancement of the Long-Term Washability of e-Textile Realized with Electrically Conductive Graphene-Based Inks. Polymers (Basel) 2025; 17:904. [PMID: 40219294 PMCID: PMC11991343 DOI: 10.3390/polym17070904] [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: 01/31/2025] [Revised: 03/10/2025] [Accepted: 03/25/2025] [Indexed: 04/14/2025] Open
Abstract
This research explores the development of highly durable flexible electronic textiles (e-textiles) for wearable electronics, focusing on improving their washability and performance. A conductive graphene-based ink was screen-printed onto a polyester textile. Water-based polyurethane (PU) coatings with variable crosslinker ratios and thickener were applied to solve washability issues. The results show that the PU coatings significantly enhanced the electrical stability and durability of the printed pathways after multiple washing cycles. The conductivity remained intact after 120 washing cycles, indicating that the final properties of the e-textile, which contained 6 wt% thickener and 3 wt% crosslinker, provided effective water protection. The results highlight the promise of these coated e-textiles for wearable electronics applications, especially in the occupational and healthcare sectors, where long-term flexibility and washability are critical.
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Affiliation(s)
- Ilaria Improta
- Institute of Polymers, Composites and Biomaterials, National Research Council, 80055 Portici, Italy; (I.I.); (G.G.B.); (M.L.)
| | - Gennaro Rollo
- Institute of Polymers, Composites and Biomaterials, National Research Council, 80055 Portici, Italy; (I.I.); (G.G.B.); (M.L.)
| | - Giovanna Giuliana Buonocore
- Institute of Polymers, Composites and Biomaterials, National Research Council, 80055 Portici, Italy; (I.I.); (G.G.B.); (M.L.)
| | - Simona Del Ferraro
- INAIL—DiMEILA—Laboratory of Ergonomics and Physiology, 00078 Monte Porzio Catone, Italy; (S.D.F.); (V.M.)
| | - Vincenzo Molinaro
- INAIL—DiMEILA—Laboratory of Ergonomics and Physiology, 00078 Monte Porzio Catone, Italy; (S.D.F.); (V.M.)
| | - Gianni D’Addio
- Bioengineering Unit, Institute of Care and Scientific Research Maugeri, 82037 Telese, Italy; (G.D.); or (A.D.R.)
| | - Anna De Rosa
- Bioengineering Unit, Institute of Care and Scientific Research Maugeri, 82037 Telese, Italy; (G.D.); or (A.D.R.)
- Engineering Department, University of Naples Parthenope, 80133 Napoli, Italy
| | - Marino Lavorgna
- Institute of Polymers, Composites and Biomaterials, National Research Council, 80055 Portici, Italy; (I.I.); (G.G.B.); (M.L.)
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Kumar G, Duggal B, Singh JP, Shrivastava Y. Efficacy of Various Dry Electrode-Based ECG Sensors: A Review. J Biomed Mater Res A 2025; 113:e37845. [PMID: 39726375 DOI: 10.1002/jbm.a.37845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 11/18/2024] [Accepted: 11/26/2024] [Indexed: 12/28/2024]
Abstract
Long-term electrocardiogram (ECG) monitoring is crucial for detecting and diagnosing cardiovascular diseases (CVDs). Monitoring cardiac health and activities using efficient, noninvasive, and cost-effective techniques such as ECG can be vital for the early detection of different CVDs. Wet electrode-based traditional ECG techniques come with unavoidable limitations of the altered quality of ECG signals caused by gel volatilization and unwanted noise followed by dermatitis. The limitation related to the wet electrodes for long-term ECG monitoring in static and dynamic postures reminds us of the urgency of a suitable substitute. Dry electrodes promise long-term ECG monitoring with the potential for significant noise reduction. This review discusses traditional and alternative techniques to record ECG in terms of meeting the efficient detection of CVDs by conducting a detailed analysis of different types of dry electrodes along with materials (substrate, support, matrix, and conductive part) used for fabrication, followed by the number of human subjects they have been used for validation. The degradation of these electrodes has also been discussed briefly. This review finds a need for more validation on a sufficient number of subjects and the issue of cost and noise hindering the commercialization of these dry electrodes.
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Affiliation(s)
- Ghanshyam Kumar
- Department of Cardiology, All India Institute of Medical Sciences Rishikesh, Rishikesh, India
| | - Bhanu Duggal
- Department of Cardiology, All India Institute of Medical Sciences Rishikesh, Rishikesh, India
| | - J P Singh
- Department of Physics, Indian Institute of Technology Delhi, New Delhi, India
| | - Yash Shrivastava
- Department of Pediatrics, All India Institute of Medical Sciences Rishikesh, Rishikesh, India
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Niu L, Shen Z, Wang Z, Qi L, Niu H, Zhou H, Zhang C, Xu J, Fang J. Low-Contact Impedance Textile Electrode for Real-Time Detection of ECG Signals. ACS APPLIED MATERIALS & INTERFACES 2024; 16:57860-57869. [PMID: 39389035 DOI: 10.1021/acsami.4c12819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
The quality of the electrocardiography (ECG) signals depends on the effectiveness of the electrode-skin connection. However, current electrocardiogram electrodes (ECGE) often face challenges such as high contact impedance and unstable conductive networks, which hinder accurate measurement during movement and long-term wearability. Herein, in this work, a bionic 3D pile textile as an ECGE with high electrical conductivity and flexibility is prepared by a facile, continuous, and high-efficiency electrostatic self-assembly process. Integrating pile textiles with conductive materials creates a full textile electrode for bioelectrical signal detection that can retain both the inherent characteristics of textiles and high conductivity. Moreover, the dense piles on the textile surface make full contact with the skin, mitigating motion artifacts caused by the sliding between the textile and the skin. The continuous conductive network formed by the interconnected piles allows the pile textile ECGE (PT-ECGE) to function effectively under both static and dynamic conditions. Leveraging the unique pile structure, the PT-ECGE achieves superior flexibility, improved conductivity, low contact impedance, and high adaptivity, washability, and durability. The textile electrode, as a promising candidate for wearable devices, offers enormous application possibilities for the unconscious and comfortable detection of physiological signals.
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Affiliation(s)
- Li Niu
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215123, China
- National Engineering Laboratory for Modern Silk, Suzhou 215123, China
| | - Zhuoer Shen
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215123, China
- National Engineering Laboratory for Modern Silk, Suzhou 215123, China
| | - Zemo Wang
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215123, China
- National Engineering Laboratory for Modern Silk, Suzhou 215123, China
| | - Lingyun Qi
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215123, China
- National Engineering Laboratory for Modern Silk, Suzhou 215123, China
| | - Haitao Niu
- Laboratory for Manufacturing Low Carbon and Functionalized Textiles in the Universities of Shandong Province/State Key Laboratory for Bio-Fibers and Eco-Textiles, College of Textiles & Clothing, Qingdao University, Qingdao 266071, China
- Collaborative Innovation Center for Eco-textiles of Shandong Province and the Ministry of Education Collaborative, Qingdao University, Qingdao 266071, China
| | - Hua Zhou
- Laboratory for Manufacturing Low Carbon and Functionalized Textiles in the Universities of Shandong Province/State Key Laboratory for Bio-Fibers and Eco-Textiles, College of Textiles & Clothing, Qingdao University, Qingdao 266071, China
- Collaborative Innovation Center for Eco-textiles of Shandong Province and the Ministry of Education Collaborative, Qingdao University, Qingdao 266071, China
| | - Cheng Zhang
- Key Laboratory of Optoelectronic Detection Technology and System, School of Electronic and Information Engineering, Tiangong University, Tianjin 300387, China
| | - Jun Xu
- Key Laboratory of Optoelectronic Detection Technology and System, School of Textile Science and Engineering, Tiangong University, Tianjin 300387, China
| | - Jian Fang
- College of Textile and Clothing Engineering, Soochow University, Suzhou 215123, China
- National Engineering Laboratory for Modern Silk, Suzhou 215123, China
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Oh MJ, Son GC, Kim M, Jeon J, Kim YH, Son M. An Aqueous Process for Preparing Flexible Transparent Electrodes Using Non-Oxidized Graphene/Single-Walled Carbon Nanotube Hybrid Solution. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:2249. [PMID: 37570566 PMCID: PMC10421273 DOI: 10.3390/nano13152249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 08/02/2023] [Accepted: 08/02/2023] [Indexed: 08/13/2023]
Abstract
In this study, we prepared flexible and transparent hybrid electrodes based on an aqueous solution of non-oxidized graphene and single-walled carbon nanotubes. We used a simple halogen intercalation method to obtain high-quality graphene flakes without a redox process and prepared hybrid films using aqueous solutions of graphene, single-walled carbon nanotubes, and sodium dodecyl sulfate surfactant. The hybrid films showed excellent electrode properties, such as an optical transmittance of ≥90%, a sheet resistance of ~3.5 kΩ/sq., a flexibility of up to ε = 3.6% ((R) = 1.4 mm), and a high mechanical stability, even after 103 bending cycles at ε = 2.0% ((R) = 2.5 mm). Using the hybrid electrodes, thin-film transistors (TFTs) were fabricated, which exhibited an electron mobility of ~6.7 cm2 V-1 s-1, a current on-off ratio of ~1.04 × 107, and a subthreshold voltage of ~0.122 V/decade. These electrical properties are comparable with those of TFTs fabricated using Al electrodes. This suggests the possibility of customizing flexible transparent electrodes within a carbon nanomaterial system.
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Affiliation(s)
- Min Jae Oh
- Artificial Intelligence & Energy Research Center, Korea Photonics Technology Institute (KOPTI), Gwangju 61007, Republic of Korea (J.J.)
| | - Gi-Cheol Son
- School of Materials Science and Engineering, Gwangju Institute of Science & Technology (GIST), Gwangju 61005, Republic of Korea
| | - Minkook Kim
- Artificial Intelligence & Energy Research Center, Korea Photonics Technology Institute (KOPTI), Gwangju 61007, Republic of Korea (J.J.)
| | - Junyoung Jeon
- Artificial Intelligence & Energy Research Center, Korea Photonics Technology Institute (KOPTI), Gwangju 61007, Republic of Korea (J.J.)
| | - Yong Hyun Kim
- Artificial Intelligence & Energy Research Center, Korea Photonics Technology Institute (KOPTI), Gwangju 61007, Republic of Korea (J.J.)
| | - Myungwoo Son
- Artificial Intelligence & Energy Research Center, Korea Photonics Technology Institute (KOPTI), Gwangju 61007, Republic of Korea (J.J.)
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Shao W, Cui T, Li D, Jian J, Li Z, Ji S, Cheng A, Li X, Liu K, Liu H, Yang Y, Ren T. Carbon-Based Textile Sensors for Physiological-Signal Monitoring. MATERIALS (BASEL, SWITZERLAND) 2023; 16:ma16113932. [PMID: 37297066 DOI: 10.3390/ma16113932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/16/2023] [Accepted: 05/22/2023] [Indexed: 06/12/2023]
Abstract
As the focus on physical health increases, the market demand for flexible wearable sensors increases. Textiles combined with sensitive materials and electronic circuits can form flexible, breathable high-performance sensors for physiological-signal monitoring. Carbon-based materials such as graphene, carbon nanotubes (CNTs), and carbon black (CB) have been widely utilized in the development of flexible wearable sensors due to their high electrical conductivity, low toxicity, low mass density, and easy functionalization. This review provides an overview of recent advancements in carbon-based flexible textile sensors, highlighting the development, properties, and applications of graphene, CNTs, and CB for flexible textile sensors. The physiological signals that can be monitored by carbon-based textile sensors include electrocardiogram (ECG), human body movement, pulse and respiration, body temperature, and tactile perception. We categorize and describe carbon-based textile sensors based on the physiological signals they monitor. Finally, we discuss the current challenges associated with carbon-based textile sensors and explore the future direction of textile sensors for monitoring physiological signals.
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Affiliation(s)
- Wancheng Shao
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Tianrui Cui
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Ding Li
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Jinming Jian
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Zhen Li
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Shourui Ji
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Aobo Cheng
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Xinyue Li
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Kaiyin Liu
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Houfang Liu
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Yi Yang
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
| | - Tianling Ren
- School of Integrated Circuit, Tsinghua University, Beijing 100084, China
- Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, China
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Garg R, Patra NR, Samal S, Babbar S, Parida K. A review on accelerated development of skin-like MXene electrodes: from experimental to machine learning. NANOSCALE 2023; 15:8110-8133. [PMID: 37096943 DOI: 10.1039/d2nr05969j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Foreshadowing future needs has catapulted the progress of skin-like electronic devices for human-machine interactions. These devices possess human skin-like properties such as stretchability, self-healability, transparency, biocompatibility, and wearability. This review highlights the recent progress in a promising material, MXenes, to realize soft, deformable, skin-like electrodes. Various structural designs, fabrication strategies, and rational guidelines adopted to realize MXene-based skin-like electrodes are outlined. We explicitly discussed machine learning-based material informatics to understand and predict the properties of MXenes. Finally, an outlook on the existing challenges and the future roadmap to realize soft skin-like MXene electrodes to facilitate technological advances in the next-generation human-machine interactions has been described.
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Affiliation(s)
- Romy Garg
- Institute of Nano Science and Technology, Mohali, Punjab, India
| | | | | | - Shubham Babbar
- Institute of Nano Science and Technology, Mohali, Punjab, India
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