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Vasquez S, Angeli MAC, Polo A, Costantini A, Petrelli M, Avancini E, Di Cagno R, Gobbetti M, Gaiardo A, Valt M, Lugli P, Petti L. In vitro gastrointestinal gas monitoring with carbon nanotube sensors. Sci Rep 2024; 14:825. [PMID: 38191903 PMCID: PMC10774382 DOI: 10.1038/s41598-023-50134-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/15/2023] [Indexed: 01/10/2024] Open
Abstract
In vitro simulators of the human gastrointestinal (GI) tract are remarkable technological platforms for studying the impact of food on the gut microbiota, enabling continuous and real-time monitoring of key biomarkers. However, comprehensive real-time monitoring of gaseous biomarkers in these systems is required with a cost-effective approach, which has been challenging to perform experimentally to date. In this work, we demonstrate the integration and in-line use of carbon nanotube (CNT)-based chemiresitive gas sensors coated with a thin polydimethylsiloxane (PDMS) membrane for the continuous monitoring of gases within the Simulator of the Human Microbial Ecosystem (SHIME). The findings demonstrate the ability of the gas sensor to continuously monitor the different phases of gas production in this harsh, anaerobic, highly humid, and acidic environment for a long exposure time (16 h) without saturation. This establishes our sensor platform as an effective tool for real-time monitoring of gaseous biomarkers in in vitro systems like SHIME.
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Affiliation(s)
- Sahira Vasquez
- Sensing Technologies Laboratory (STL), Faculty of Engineering, Free University of Bozen-Bolzano, 39100, Bolzano, Italy.
| | - Martina Aurora Costa Angeli
- Sensing Technologies Laboratory (STL), Faculty of Engineering, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Andrea Polo
- Micro4Food Lab, Faculty of Agricultural, Food, and Environmental Sciences, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Alice Costantini
- Micro4Food Lab, Faculty of Agricultural, Food, and Environmental Sciences, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Mattia Petrelli
- Sensing Technologies Laboratory (STL), Faculty of Engineering, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Enrico Avancini
- Sensing Technologies Laboratory (STL), Faculty of Engineering, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Raffaella Di Cagno
- Micro4Food Lab, Faculty of Agricultural, Food, and Environmental Sciences, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Marco Gobbetti
- Micro4Food Lab, Faculty of Agricultural, Food, and Environmental Sciences, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Andrea Gaiardo
- Micro Nano Facility, Bruno Kessler Foundation, 38123, Trento, Italy
| | - Matteo Valt
- Micro Nano Facility, Bruno Kessler Foundation, 38123, Trento, Italy
| | - Paolo Lugli
- Sensing Technologies Laboratory (STL), Faculty of Engineering, Free University of Bozen-Bolzano, 39100, Bolzano, Italy
| | - Luisa Petti
- Sensing Technologies Laboratory (STL), Faculty of Engineering, Free University of Bozen-Bolzano, 39100, Bolzano, Italy.
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Xue Y, Wang Z, Dutta A, Chen X, Gao P, Li R, Yan J, Niu G, Wang Y, Du S, Cheng H, Yang L. Superhydrophobic, stretchable kirigami pencil-on-paper multifunctional device platform. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2023; 465:142774. [PMID: 37484163 PMCID: PMC10361402 DOI: 10.1016/j.cej.2023.142774] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/25/2023]
Abstract
Wearable electronics with applications in healthcare, human-machine interfaces, and robotics often explore complex manufacturing procedures and are not disposable. Although the use of conductive pencil patterns on cellulose paper provides inexpensive, disposable sensors, they have limited stretchability and are easily affected by variations in the ambient environment. This work presents the combination of pencil-on-paper with the hydrophobic fumed SiO2 (Hf-SiO2) coating and stretchable kirigami structures from laser cutting to prepare a superhydrophobic, stretchable pencil-on-paper multifunctional sensing platform. The resulting sensor exhibits a large response to NO2 gas at elevated temperature from self-heating, which is minimally affected by the variations in the ambient temperature and relative humidity, as well as mechanical deformations such as bending and stretching states. The integrated temperature sensor and electrodes with the sensing platform can accurately detect temperature and electrophysiological signals to alert for adverse thermal effects and cardiopulmonary diseases. The thermal therapy and electrical stimulation provided by the platform can also deliver effective means to battle against inflammation/infection and treat chronic wounds. The superhydrophobic pencil-onpaper multifunctional device platform provides a low-cost, disposable solution to disease diagnostic confirmation and early treatment for personal and population health.
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Affiliation(s)
- Ye Xue
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Zihan Wang
- State Key Laboratory for Reliability and Intelligence of Electrical Equipment, Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, School of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, China
| | - Ankan Dutta
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, 16802, USA
| | - Xue Chen
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Key Laboratory of Bioelectromagnetics and Neuroengineering of Hebei Province, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Peng Gao
- Department of Electronic Information, Hebei University of Technology, Tianjin, 300130, China
| | - Runze Li
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Key Laboratory of Bioelectromagnetics and Neuroengineering of Hebei Province, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Jiayi Yan
- State Key Laboratory for Reliability and Intelligence of Electrical Equipment, Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, School of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, China
| | - Guangyu Niu
- Department of Architecture and Art, Hebei University of Technology, Tianjin, 300130, China
| | - Ya Wang
- State Key Laboratory for Reliability and Intelligence of Electrical Equipment, Hebei Key Laboratory of Smart Sensing and Human-Robot Interaction, School of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, China
| | - Shuaijie Du
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Key Laboratory of Bioelectromagnetics and Neuroengineering of Hebei Province, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Huanyu Cheng
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, 16802, USA
| | - Li Yang
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin 300130, China
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3
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Moon HG, Jung Y, Shin B, Lee D, Kim K, Woo DH, Lee S, Kim S, Kang CY, Lee T, Kim C. Identification of Chemical Vapor Mixture Assisted by Artificially Extended Database for Environmental Monitoring. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22031169. [PMID: 35161915 PMCID: PMC8840270 DOI: 10.3390/s22031169] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/21/2022] [Accepted: 01/30/2022] [Indexed: 05/06/2023]
Abstract
A fully integrated sensor array assisted by pattern recognition algorithm has been a primary candidate for the assessment of complex vapor mixtures based on their chemical fingerprints. Diverse prototypes of electronic nose systems consisting of a multisensory device and a post processing engine have been developed. However, their precision and validity in recognizing chemical vapors are often limited by the collected database and applied classifiers. Here, we present a novel way of preparing the database and distinguishing chemical vapor mixtures with small data acquisition for chemical vapors and their mixtures of interest. The database for individual vapor analytes is expanded and the one for their mixtures is prepared in the first-order approximation. Recognition of individual target vapors of NO2, HCHO, and NH3 and their mixtures was evaluated by applying the support vector machine (SVM) classifier in different conditions of temperature and humidity. The suggested method demonstrated the recognition accuracy of 95.24%. The suggested method can pave a way to analyze gas mixtures in a variety of industrial and safety applications.
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Affiliation(s)
- Hi Gyu Moon
- Center for Ecological Risk Assessment, Korea Institute of Toxicology (KIT), Jinju 52834, Korea; (H.G.M.); (S.K.)
| | - Youngmo Jung
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
| | - Beomju Shin
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
| | - Donggeun Lee
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
| | - Kayoung Kim
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
| | - Deok Ha Woo
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
| | - Seok Lee
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
| | - Sooyeon Kim
- Center for Ecological Risk Assessment, Korea Institute of Toxicology (KIT), Jinju 52834, Korea; (H.G.M.); (S.K.)
| | - Chong-Yun Kang
- Center for Electronic Materials, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea;
- KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul 02841, Korea
| | - Taikjin Lee
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
- Correspondence: (T.L.); (C.K.)
| | - Chulki Kim
- Sensor System Research Center, Korea Institute of Science and Technology (KIST), Seoul 02792, Korea; (Y.J.); (B.S.); (D.L.); (K.K.); (D.H.W.); (S.L.)
- Correspondence: (T.L.); (C.K.)
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Valdés-Madrigal MA, Montejo-Alvaro F, Cernas-Ruiz AS, Rojas-Chávez H, Román-Doval R, Cruz-Martinez H, Medina DI. Role of Defect Engineering and Surface Functionalization in the Design of Carbon Nanotube-Based Nitrogen Oxide Sensors. Int J Mol Sci 2021; 22:12968. [PMID: 34884770 PMCID: PMC8658008 DOI: 10.3390/ijms222312968] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 11/23/2021] [Accepted: 11/24/2021] [Indexed: 12/27/2022] Open
Abstract
Nitrogen oxides (NOx) are among the main atmospheric pollutants; therefore, it is important to monitor and detect their presence in the atmosphere. To this end, low-dimensional carbon structures have been widely used as NOx sensors for their outstanding properties. In particular, carbon nanotubes (CNTs) have been widely used as toxic-gas sensors owing to their high specific surface area and excellent mechanical properties. Although pristine CNTs have shown promising performance for NOx detection, several strategies have been developed such as surface functionalization and defect engineering to improve the NOx sensing of pristine CNT-based sensors. Through these strategies, the sensing properties of modified CNTs toward NOx gases have been substantially improved. Therefore, in this review, we have analyzed the defect engineering and surface functionalization strategies used in the last decade to modify the sensitivity and the selectivity of CNTs to NOx. First, the different types of surface functionalization and defect engineering were reviewed. Thereafter, we analyzed experimental, theoretical, and coupled experimental-theoretical studies on CNTs modified through surface functionalization and defect engineering to improve the sensitivity and selectivity to NOx. Finally, we presented the conclusions and the future directions of modified CNTs as NOx sensors.
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Affiliation(s)
- Manuel A. Valdés-Madrigal
- Instituto Tecnológico Superior de Ciudad Hidalgo, Tecnológico Nacional de México, Av. Ing. Carlos Rojas Gutiérrez 2120, Fracc. Valle de la Herradura, Ciudad Hidalgo 61100, Mexico;
| | - Fernando Montejo-Alvaro
- Instituto Tecnológico Del Valle de Etla, Tecnológico Nacional de México, Abasolo S/N, Barrio Del Agua Buena, Santiago Suchilquitongo, Oaxaca 68230, Mexico; (F.M.-A.); (R.R.-D.)
| | - Amelia S. Cernas-Ruiz
- Instituto Tecnológico del Istmo, Tecnológico Nacional de México, Panamericana 821, 2da., Juchitán de Zaragoza, Oaxaca 70000, Mexico;
| | - Hugo Rojas-Chávez
- Instituto Tecnológico de Tláhuac II, Tecnológico Nacional de México, Camino Real 625, Tláhuac, Ciudad de México 13508, Mexico;
| | - Ramon Román-Doval
- Instituto Tecnológico Del Valle de Etla, Tecnológico Nacional de México, Abasolo S/N, Barrio Del Agua Buena, Santiago Suchilquitongo, Oaxaca 68230, Mexico; (F.M.-A.); (R.R.-D.)
| | - Heriberto Cruz-Martinez
- Instituto Tecnológico Del Valle de Etla, Tecnológico Nacional de México, Abasolo S/N, Barrio Del Agua Buena, Santiago Suchilquitongo, Oaxaca 68230, Mexico; (F.M.-A.); (R.R.-D.)
| | - Dora I. Medina
- School of Engineering and Sciences, Tecnologico de Monterrey, Atizapan de Zaragoza 52926, Mexico
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Yuan Y, Tang X, Jiang L, Yang Y, Zhou Y, Dong Y. Convenient CNT-Paper Gas Sensors Prepared by a Household Inkjet Printer. ACS OMEGA 2020; 5:32877-32882. [PMID: 33403248 PMCID: PMC7774069 DOI: 10.1021/acsomega.0c02869] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 10/16/2020] [Indexed: 05/19/2023]
Abstract
A hydrosoluble light-sensitive polymer named PSAG (poly-styrenesulfonate acrylic acid glycidyl methacrylate) was synthesized by acrylic acid (AA), sodium 4-styrenesulfonate (SS), and glycidyl methacrylate (GMA). PSAG is used to modify multiwall carbon nanotubes (MWCNTs) with a length diameter between 0.004 and 0.016. An inkjet conductive ink was formed by well-dispersed MWCNTs in aqueous and organic solvents, which could adjust the surface tension and viscosity of the ink. Gas sensors were then fabricated using this conductive ink on a household inkjet printer. The sensors demonstrated good reproducibility and acceptable recovery time (<200 s) to ammonia, methanol, and acetone. The resistance of the inkjet-printed sensor electrodes remained stable in the process of bending the sensors to different angles because of ultraviolet curing.
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Affiliation(s)
- Yan Yuan
- School
of Chemistry, Biology and Materials Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
- Jiangsu
Provincial Key Laboratory of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
| | - Xiaolei Tang
- School
of Chemistry, Biology and Materials Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
| | - Li Jiang
- School
of Chemistry, Biology and Materials Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
| | - Yujie Yang
- School
of Environment Science and Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
| | - Yanhui Zhou
- School
of Chemistry, Biology and Materials Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
| | - Yanmao Dong
- School
of Chemistry, Biology and Materials Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, P. R. China
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6
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Tai H, Duan Z, Wang Y, Wang S, Jiang Y. Paper-Based Sensors for Gas, Humidity, and Strain Detections: A Review. ACS APPLIED MATERIALS & INTERFACES 2020; 12:31037-31053. [PMID: 32584534 DOI: 10.1021/acsami.0c06435] [Citation(s) in RCA: 107] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Paper, as a flexible, low-cost, lightweight, tailorable, environmental-friendly, degradable, and renewable material, is emerging in electronic devices. Especially, many kinds of paper-based (PB) sensors have been reported for wearable applications in recent years. Among them, the PB gas, humidity, and strain sensors are widely studied for monitoring gas, humidity, and strain from the human body and the environment. However, gas, humidity, and strain often coexist and interact, and the paper itself is hydrophilic and flexible, resulting in that it is still challenging to develop high-performance PB sensors specialized for gas, humidity, and strain detections. Therefore, it is necessary to summarize and discuss them systematically. In this review, we focus on summarizing the state-of-art studies of the PB gas, humidity, and strain sensors. Specifically, the fabrications (electrodes and sensing materials) and applications of PB gas, humidity, and strain sensors are summarized and discussed. The current challenges and the potential trends of PB sensors for gas, humidity, and strain detections are also outlined. This review not only can help readers to understand the development status of the PB gas, humidity, and strain sensors but also is helpful for readers to find out and solve the problems in this field through comparative reading.
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Affiliation(s)
- Huiling Tai
- State Key Laboratory of Electronic Thin Films and Integrated Devices, School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, P. R. China
| | - Zaihua Duan
- State Key Laboratory of Electronic Thin Films and Integrated Devices, School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, P. R. China
| | - Yang Wang
- State Key Laboratory of Electronic Thin Films and Integrated Devices, School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, P. R. China
| | - Si Wang
- State Key Laboratory of Electronic Thin Films and Integrated Devices, School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, P. R. China
| | - Yadong Jiang
- State Key Laboratory of Electronic Thin Films and Integrated Devices, School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu 610054, P. R. China
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Vijjapu MT, Surya SG, Yuvaraja S, Zhang X, Alshareef HN, Salama KN. Fully Integrated Indium Gallium Zinc Oxide NO 2 Gas Detector. ACS Sens 2020; 5:984-993. [PMID: 32091191 DOI: 10.1021/acssensors.9b02318] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We report an amorphous indium gallium zinc oxide (IGZO)-based toxic gas detection system. The microsystem contains an IGZO thin-film transistor (TFT) as a sensing element and exhibits remarkable selectivity and sensitivity to low concentrations of nitrogen dioxide (NO2). In contrast to existing metal oxide-based gas sensors, which are active either at high temperature or with light activation, the developed IGZO TFT sensor is operable at room temperature and requires only visible light activation to revive the sensor after exposure to NO2. Furthermore, we demonstrate air-stable sensors with an experimental limit of detection of 100 ppb. This is the first report on metal oxide TFT gas sensors without heating or continuous light activation. Unlike most existing gas sensing systems that take care of identifying the analytes alone, the developed IGZO microsystem not only quantifies NO2 gas concentration but also yields a 5-bit digital output. The compact microsystem, incorporating readout and analog-to-digital conversion modules developed using only two TFTs, paves the way for inexpensive toxic gas monitoring systems.
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Affiliation(s)
- Mani Teja Vijjapu
- Sensors Lab, Advanced Membranes and Porous Materials Center, Computer, Electrical and Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Sandeep G. Surya
- Sensors Lab, Advanced Membranes and Porous Materials Center, Computer, Electrical and Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Saravanan Yuvaraja
- Sensors Lab, Advanced Membranes and Porous Materials Center, Computer, Electrical and Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Xixiang Zhang
- Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Husam N. Alshareef
- Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Khaled N. Salama
- Sensors Lab, Advanced Membranes and Porous Materials Center, Computer, Electrical and Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
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