Metal–Organic Framework‐Surface‐Enhanced Infrared Absorption Platform Enables Simultaneous On‐Chip Sensing of Greenhouse Gases
Open accessAbstract
Simultaneous on‐chip sensing of multiple greenhouse gases in a complex gas environment is highly desirable in industry, agriculture, and meteorology, but remains challenging due to their ultralow concentrations and mutual interference. Porous microstructure and extremely high surface areas in metal–organic frameworks (MOFs) provide both excellent adsorption selectivity and high gases affinity for multigas sensing. Herein, it is described that integrating MOFs into a multiresonant surface‐enhanced infrared absorption (SEIRA) platform can overcome the shortcomings of poor selectivity in multigas sensing and enable simultaneous on‐chip sensing of greenhouse gases with ultralow concentrations. The strategy leverages the near‐field intensity enhancement (over 1500‐fold) of multiresonant SEIRA technique and the outstanding gas selectivity and affinity of MOFs. It is experimentally demonstrated that the MOF–SEIRA platform achieves simultaneous on‐chip sensing of CO 2 and CH 4 with fast response time (<60 s), high accuracy (CO 2: 1.1%, CH 4: 0.4%), small footprint (100 × 100 µm 2), and excellent linearity in wide concentration range (0–2.5 × 10 4 ppm). Additionally, the excellent scalability to detect more gases is explored. This work opens up exciting possibilities for the implementation of all‐in‐one, real‐time, and on‐chip multigas detection as well as provides a valuable toolkit for greenhouse gas sensing applications.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Molecular enrichment strategies bring additional working requirements for specific molecules, impeding global molecular recognition.
“The molecular enrichment strategies, including functionalized chemical bonding17,18, chemical reaction19,20, physical adsorption21–23, optical trapping24 as well as passive trapping by undercut structure25–28 bring in the additional working requirements (e.g., chemical stimuli, temperature, pressure, pump power, etc.) for specific molecules, impeding the system for global molecular recognition.”
From Wavelength-multiplexed hook nanoantennas for machine learning enabled mid-infrared spectroscopy (2022) · cites this paper as [22]
Three approaches to optimize nanoantenna sensing by increasing coupling efficiency μ are hotspot release, molecule enrichment, and squeezing adjacent nanoantennas into a nanogap.
“Figure 2b summarizes three approaches to optimize nanoantenna sensing by increasing μ. Hotspots release is proposed to increase accessible sensing areas for analytes, which are usually blocked by the substrate, to further enhance the coupling efficiency25–28.”
From Wavelength-multiplexed hook nanoantennas for machine learning enabled mid-infrared spectroscopy (2022) · cites this paper as [22]
In PNA-based SEIRAS, the great challenge is the limited bandwidth of nanoantenna resonances compared with the ultra-broadband vibrational absorption fingerprints.
“In PNA-based surface-enhanced IR absorption spectroscopy (SEIRAS), the great challenge is the limited bandwidth of nanoantenna resonances compared with the ultra-broadband vibrational absorption fingerprints.”
From Wavelength-multiplexed hook nanoantennas for machine learning enabled mid-infrared spectroscopy (2022) · cites this paper as [22]
Previous works show many solutions using multiple resonances of nanoantenna structures to capture plasmonic enhanced molecular fingerprints in separate wavelength ranges for sensing different molecule species.
“Previous works show many solutions using multiple resonances of nanoantenna structures to capture the plasmonic enhanced molecular fingerprints in separate wavelength ranges for sensing different molecule species22,39,41,50,54–56.”
From Wavelength-multiplexed hook nanoantennas for machine learning enabled mid-infrared spectroscopy (2022) · cites this paper as [22]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Exceptional chemical and thermal stability of zeolitic imidazolate frameworks
Park, K. S., Ni, Z., Côté, A. P., Choi, J. Y., Huang, R., Uribe‐Romo, F. J., Chae, H. K., O’Keeffe, M., & Yaghi, O. M. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0602439103 · Cited by 7,598 · see citing works
Infrared Perfect Absorber and Its Application As Plasmonic Sensor
Liu, N., Mesch, M., Weiss, T., Hentschel, M., & Giessen, H. W. (2010) · Nano Letters · doi:10.1021/nl9041033 · Cited by 2,842 · see citing works
Hodgkinson, J., & Tatam, R. P. (2012) · Measurement Science and Technology · doi:10.1088/0957-0233/24/1/012004 · Cited by 1,759 · see citing works
Temporal coupled-mode theory for the Fano resonance in optical resonators
Fan, S., Suh, W., & Joannopoulos, J. D. (2003) · Journal of the Optical Society of America A · doi:10.1364/josaa.20.000569 · Cited by 1,700 · see citing works
Infrared Spatial and Frequency Selective Metamaterial with Near-Unity Absorbance
Liu, X., Starr, T., Starr, A. F., & Padilla, W. J. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.207403 · Cited by 1,199 · see citing works
Lu, G. M., & Hupp, J. T. (2010) · Journal of the American Chemical Society · doi:10.1021/ja101415b · Cited by 1,083 · see citing works
Wu, C., Khanikaev, A. B., Adato, R., Arju, N., Yanik, A. A., Altug, H., & Shvets, G. B. (2011) · Nature Materials · doi:10.1038/nmat3161 · Cited by 1,045 · see citing works
Surface-Enhanced Infrared Spectroscopy Using Resonant Nanoantennas
Neubrech, F., Huck, C., Weber, K., Pucci, A., & Giessen, H. W. (2017) · Chemical Reviews · doi:10.1021/acs.chemrev.6b00743 · Cited by 642 · see citing works
Cong, L., Tan, S., Yahiaoui, R., Yan, F., Zhang, W., & Singh, R. (2015) · Applied Physics Letters · doi:10.1063/1.4906109 · Cited by 543 · see citing works
Dual-Band Perfect Absorber for Multispectral Plasmon-Enhanced Infrared Spectroscopy
Chen, K., Adato, R., & Altug, H. (2012) · ACS Nano · doi:10.1021/nn3026468 · Cited by 524 · see citing works
Gas sensing using porous materials for automotive applications
Wales, D. J., Grand, J., Ting, V. P., Burke, R. D., Edler, K. J., Bowen, C., Mintova, S., & Burrows, A. D. (2015) · Chemical Society Reviews · doi:10.1039/c5cs00040h · Cited by 507 · see citing works
Dinh, T.-V., Choi, I., Son, Y., & Kim, J.-C. (2016) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2016.03.040 · Cited by 488 · see citing works
Global warming will happen faster than we think
Xu, Y., Ramanathan, V., & Victor, D. G. (2018) · Nature · doi:10.1038/d41586-018-07586-5 · Cited by 424 · see citing works
Adsorption of CO 2 , CH 4 , and N 2 on Zeolitic Imidazolate Frameworks: Experiments and Simulations
Pérez‐Pellitero, J., Amrouche, H., Siperstein, F. R., Pirngruber, G. D., Nieto‐Draghi, C., Chaplais, G., Simon‐Masseron, A., Bazer-Bachi, D., Peralta, D., & Bats, N. (2009) · Chemistry - A European Journal · doi:10.1002/chem.200902144 · Cited by 417 · see citing works
Fourier transform spectroscopy with a laser frequency comb
Mandon, J., Guelachvili, G., & Picqué, N. (2009) · Nature Photonics · doi:10.1038/nphoton.2008.293 · Cited by 349 · see citing works
Coupling Effects in Optical Metamaterials
Liu, N., & Giessen, H. W. (2010) · Angewandte Chemie International Edition · doi:10.1002/anie.200906211 · Cited by 343 · see citing works
Hu, H. R., Yang, X., Zhai, F., Hu, D., Liu, R., Liu, K., Sun, Z., & Dai, Q. (2016) · Nature Communications · doi:10.1038/ncomms12334 · Cited by 323 · see citing works
Self-citationOn-Chip Narrowband Thermal Emitter for Mid-IR Optical Gas Sensing
Lochbaum, A., Fedoryshyn, Y. M., Dorodnyy, A., Koch, U., Haffner, C., & Leuthold, J. (2017) · ACS Photonics · doi:10.1021/acsphotonics.6b01025 · Cited by 281 · see citing works
Novel MOF‐Membrane for Molecular Sieving Predicted by IR‐Diffusion Studies and Molecular Modeling
Bux, H., Chmelik, C., van Baten, J. M., Krishna, R., & Caro, J. (2010) · Advanced Materials · doi:10.1002/adma.201002066 · Cited by 247 · see citing works
Khandelwal, G., Chandrasekhar, A., Raj, N. P. M. J., & Kim, S. (2019) · Advanced Energy Materials · doi:10.1002/aenm.201803581 · Cited by 246 · see citing works
Gas identification with graphene plasmons
Hu, H., Yang, X., Guo, X., Khaliji, K., Biswas, S. R., García de Abajo, F. J., Low, T., Sun, Z., & Dai, Q. (2019) · Nature Communications · doi:10.1038/s41467-019-09008-0 · Cited by 225 · see citing works
Adato, R., Artar, A., Erramilli, S., & Altug, H. (2013) · Nano Letters · doi:10.1021/nl400689q · Cited by 224 · see citing works
Thermodynamics of the hybrid interaction of hydrogen with palladium nanoparticles
Griessen, R., Strohfeldt, N., & Giessen, H. W. (2015) · Nature Materials · doi:10.1038/nmat4480 · Cited by 223 · see citing works
Kim, K., Lu, P., Culp, J. T., & Ohodnicki, P. R. (2018) · ACS Sensors · doi:10.1021/acssensors.7b00808 · Cited by 211 · see citing works
Leveraging of MEMS Technologies for Optical Metamaterials Applications
Ren, Z., Chang, Y., Ma, Y., Shih, K., Dong, B., & Lee, C. (2019) · Advanced Optical Materials · doi:10.1002/adom.201900653 · Cited by 211 · see citing works
Self-citationGas sensors based on gravimetric detection—A review
Fanget, S., Hentz, S., Puget, P., Arcamone, J., Matheron, M., Colinet, É., Andreucci, P., Duraffourg, L., Myers, E. B., & Roukes, M. L. (2011) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2011.08.066 · Cited by 210 · see citing works
Graphene photonic crystal fibre with strong and tunable light–matter interaction
Chen, K., Zhou, X., Cheng, X., Qiao, R., Cheng, Y., Liu, C., Xie, Y., Yu, W., Yao, F., Sun, Z., et al. (2019) · Nature Photonics · doi:10.1038/s41566-019-0492-5 · Cited by 190 · see citing works
Nanomaterial‐Based Plasmon‐Enhanced Infrared Spectroscopy
Yang, X., Sun, Z., Low, T., Hu, H. R., Guo, X., de Abajo, F. J. G., Avouris, P., & Dai, Q. (2018) · Advanced Materials · doi:10.1002/adma.201704896 · Cited by 185 · see citing works
Solid-state electrochemical gas sensors
Park, C., Fergus, J. W., Miura, N., Park, J., & Choi, A. (2009) · Ionics · doi:10.1007/s11581-008-0300-6 · Cited by 180 · see citing works
Hybrid Metamaterial Absorber Platform for Sensing of CO <sub>2</sub> Gas at Mid‐IR
Hasan, D., & Lee, C. (2018) · Advanced Science · doi:10.1002/advs.201700581 · Cited by 173 · see citing works
Self-citationVincent, T. A., & Gardner, J. W. (2016) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2016.04.016 · Cited by 172 · see citing works
Battisti, A., Taioli, S., & Garberoglio, G. (2011) · Microporous and Mesoporous Materials · doi:10.1016/j.micromeso.2011.01.029 · Cited by 151 · see citing works
Fergus, J. W. (2008) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2008.07.005 · Cited by 147 · see citing works
Nasir, M. E., Dickson, W., Wurtz, G. A., Wardley, W. P., & Zayats, A. V. (2014) · Advanced Materials · doi:10.1002/adma.201305958 · Cited by 124 · see citing works
All-Dielectric Surface-Enhanced Infrared Absorption-Based Gas Sensor Using Guided Resonance
Chang, Y., Hasan, D., Dong, B., Wei, J., Ma, Y., Zhou, G., Ang, K. W., & Lee, C. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b16623 · Cited by 115 · see citing works
Self-citationNear-infrared absorption gas sensing with metal-organic framework on optical fibers
Chong, X., Kim, K., Li, E., Zhang, Y., Ohodnicki, P. R., Chang, C., & Wang, A. X. (2016) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2016.03.135 · Cited by 85 · see citing works
Wei, J., Li, Y., Chang, Y., Hasan, D. M. N., Dong, B., Ma, Y., Qiu, C., & Lee, C. (2019) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.9b18002 · Cited by 81 · see citing works
Self-citationGas sensor technologies for fire detection
Gutmacher, D., Hoefer, U., & Wöllenstein, J. (2011) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2011.11.053 · Cited by 80 · see citing works
Infrared Spectroscopy of Gas-Phase M+(CO2) n (M = Co, Rh, Ir) Ion–Molecule Complexes
Iskra, A., Gentleman, A. S., Kartouzian, A., Kent, M. J., Sharp, A. P., & Mackenzie, S. R. (2016) · The Journal of Physical Chemistry A · doi:10.1021/acs.jpca.6b10902 · Cited by 78 · see citing works
Surface-Enhanced Infrared Absorption: Pushing the Frontier for On-Chip Gas Sensing
Chong, X., Zhang, Y., Li, E., Kim, K., Ohodnicki, P. R., Chang, C., & Wang, A. X. (2017) · ACS Sensors · doi:10.1021/acssensors.7b00891 · Cited by 76 · see citing works
Chamberland, A., Belzile, R., & Cabana, A. (1970) · Canadian Journal of Chemistry · doi:10.1139/v70-186 · Cited by 54 · see citing works
Pusch, A., Luca, A. D., Oh, S. S., Wuestner, S., Roschuk, T. R., Chen, Y., Boual, S., Ali, Z., Phillips, C. C., Hong, M., et al. (2015) · Scientific Reports · doi:10.1038/srep17451 · Cited by 51 · see citing works
Plasmonic Gas Sensing with Graphene Nanoribbons
Khaliji, K., Biswas, S. R., Hu, H. R., Yang, X., Dai, Q., Oh, S., Avouris, P., & Low, T. (2020) · Physical Review Applied · doi:10.1103/physrevapplied.13.011002 · Cited by 37 · see citing works
Mapping Occupational Hazards with a Multi-sensor Network in a Heavy-Vehicle Manufacturing Facility
Zuidema, C., Sousan, S., Stebounova, L. V., Gray, A., Liu, X., Tatum, M., Stroh, O., Thomas, G. W., Peters, T. M., & Koehler, K. A. (2018) · Annals of Work Exposures and Health · doi:10.1093/annweh/wxy111 · Cited by 29 · see citing works
Vincent, T. A., Xing, Y., Cole, M., & Gardner, J. W. (2018) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2018.08.125 · Cited by 25 · see citing works
Anjos, T. G., & Hahn, C. E. W. (2008) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2008.08.033 · Cited by 14 · see citing works
Flagged first, then by citations
1 of the 47 references couldn’t be matched to a known paper.
Research works printed but not linked: 8
- [2]a) S. Fanget, S. Hentz, P. Puget, J. Arcamone, M. Matheron, E. Colinet, P. Andreucci, L. Duraffourg, E. Myers, M. L. Roukes, Sens. Actuators, B 2011, 160, 804; b) C. Zuidema, S. Sousan, L. V. Stebounova, A. Gray, X. Liu, M. Tatum, O. Stroh, G. Thomas, T. Peters, K. Koehler, Ann. Work Exposures Health 2019, 63, 280; PMC7182772 30715121 c) T. G. Anjos, C. E. W. Hahn, Sens. Actuators, B 2008, 135, 224; d) D. Gutmacher, U. Hoefer, J. Wöllenstein, Sens. Actuators, B 2012, 175, 40.
- [3]a) J. W. Fergus, Sens. Actuators, B 2008, 134, 1034; b) C. O. Park, J. W. Fergus, N. Miura, J. Park, A. Choi, Ionics 2009, 15, 261.
- [4]a) J. Hodgkinson, R. P. Tatam, Meas. Sci. Technol. 2013, 24, 012004; b) T. A. Vincent, Y. Xing, M. Cole, J. W. Gardner, Sens. Actuators, B 2019, 279, 351; PMC6427130 30857123 c) J. Mandon, G. Guelachvili, N. Picqué, Nat. Photonics 2009, 3, 99; d) X. Chong, K.‐J. Kim, E. Li, Y. Zhang, P. R. Ohodnicki, C. H. Chang, A. X. Wang, Sens. Actuators, B 2016, 232, 43.
- [5]T. A. Vincent, J. W. Gardner, Sens. Actuators, B 2016, 236, 954.
- [6]D. Trieu‐Vuong, I.‐Y. Choi, Y.‐S. Son, J.‐C. Kim, Sens. Actuators, B 2016, 231, 529.
- [8]a) Z. Ren, Y. Chang, Y. Ma, K. Shih, B. Dong, C. Lee, Adv. Opt. Mater. 2020, 8, 1900653; b) F. Neubrech, C. Huck, K. Weber, A. Pucci, H. Giessen, Chem. Rev. 2017, 117, 5110; 28358482 c) X. Yang, Z. Sun, T. Low, H. Hu, X. Guo, F. J. Garcia de Abajo, P. Avouris, Q. Dai, Adv. Mater. 2018, 30, 1704896; 29572965 d) H. Hu, X. Yang, X. Guo, K. Khaliji, S. R. Biswas, F. J. Garcia de Abajo, T. Low, Z. Sun, Q. Dai, Nat. Commun. 2019, 10, 1131; 30850594 PMC6408516 e) K. Chen, X. Zhou, X. Cheng, R. Qiao, Y. Cheng, C. Liu, Y. Xie, W. Yu, F. Yao, Z. Sun, F. Wang, K. Liu, Z. Liu, Nat. Photonics 2019, 13, 754; f) H. Hu, X. Yang, F. Zhai, D. Hu, R. Liu, K. Liu, Z. Sun, Q. Dai, Nat. Commun. 2016, 7, 12334; 27460765 PMC4974468 g) K. Khaliji, S. R. Biswas, H. Hu, X. Yang, Q. Dai, S. H. Oh, P. Avouris, T. Low, Phys. Rev. Appl. 2020, 13, 011002.
- [15]L. Q. Cong, S. Y. Tan, R. Yahiaoui, F. P. Yan, W. L. Zhang, R. Singh, Appl. Phys. Lett. 2015, 106, 031107.
- [18]G. Khandelwal, A. Chandrasekhar, N. P. M. J. Raj, S. J. Kim, Adv. Energy Mater. 2019, 9, 1803581.
Cited by
Sorted by citations
Li, D., Yadav, A., Zhou, H., Roy, K., Thanasekaran, P., & Lee, C. (2024) · Global Challenges · doi:10.1002/gch2.202300244 · Cited by 437 · see citing works
Self-citationLiu, L., Guo, X., & Lee, C. (2021) · Nano Energy · doi:10.1016/j.nanoen.2021.106304 · Cited by 410 · see citing works
Self-citationWang, C., He, T., Zhou, H., Zhang, Z., & Lee, C. (2023) · Bioelectronic Medicine · doi:10.1186/s42234-023-00118-1 · Cited by 295 · see citing works
Self-citationRecent progress on MOF-based optical sensors for VOC sensing
Shen, Y., Tissot, A., & Serre, C. (2022) · Chemical Science · doi:10.1039/d2sc04314a · Cited by 261 · see citing works
Wu, Q., & Wang, Y. (2022) · Energy Economics · doi:10.1016/j.eneco.2022.105990 · Cited by 247 · see citing works
Liu, L., Guo, X., Liu, W., & Lee, C. (2021) · Nanomaterials · doi:10.3390/nano11112975 · Cited by 205 · see citing works
Self-citationZhou, H., Xu, L., Ren, Z., Zhu, J., & Lee, C. (2022) · Nanoscale Advances · doi:10.1039/d2na00608a · Cited by 144 · see citing works
Self-citationSurface Functionalized Sensors for Humidity‐Independent Gas Detection
Qu, F., Zhang, S., Huang, C., Guo, X., Zhu, Y., Thomas, T., Guo, H., Attfield, J. P., & Yang, M. (2020) · Angewandte Chemie International Edition · doi:10.1002/anie.202015856 · Cited by 141 · see citing works
Reconfigurable terahertz metamaterials: From fundamental principles to advanced 6G applications
Xu, C., Ren, Z., Wei, J., & Lee, C. (2022) · iScience · doi:10.1016/j.isci.2022.103799 · Cited by 138 · see citing works
Self-citationWavelength-multiplexed hook nanoantennas for machine learning enabled mid-infrared spectroscopy
Ren, Z., Zhang, Z., Wei, J., Dong, B., & Lee, C. (2022) · Nature Communications · doi:10.1038/s41467-022-31520-z · Cited by 132 · see citing works
Self-citationRecent Progress in Silicon‐Based Photonic Integrated Circuits and Emerging Applications
Xiao, Z., Liu, W., Xu, S., Zhou, J., Ren, Z., & Lee, C. (2023) · Advanced Optical Materials · doi:10.1002/adom.202301028 · Cited by 130 · see citing works
Self-citationMetasurface‐Enhanced Infrared Spectroscopy: An Abundance of Materials and Functionalities
John‐Herpin, A., Tittl, A., Kühner, L., Richter, F., Huang, S. H., Shvets, G. B., Oh, S., & Altug, H. (2022) · Advanced Materials · doi:10.1002/adma.202110163 · Cited by 131 · see citing works
Progress of optomechanical micro/nano sensors: a review
Liu, X., Liu, W., Ren, Z., Ma, Y., Dong, B., Zhou, G., & Lee, C. (2021) · International Journal of Optomechatronics · doi:10.1080/15599612.2021.1986612 · Cited by 113 · see citing works
Self-citationOptical Metasurfaces for Biomedical Imaging and Sensing
Kim, H., Yun, H. K., Jeong, S., Lee, S., Cho, E., & Rho, J. (2025) · ACS Nano · doi:10.1021/acsnano.4c14751 · Cited by 108 · see citing works
Hui, X., Yang, C., Li, D., He, X., Huang, H., Zhou, H., Chen, M., Lee, C., & Mu, X. (2021) · Advanced Science · doi:10.1002/advs.202100583 · Cited by 99 · see citing works
Self-citationMicroscale fiber photoacoustic spectroscopy for in situ and real-time trace gas sensing
Ma, J., Fan, E., Liu, H., Zhang, Y., Mai, C., Li, X., Jin, W., & Guan, B. (2024) · Advanced Photonics · doi:10.1117/1.ap.6.6.066008 · Cited by 101 · see citing works
Three-Dimensional Printed Ultrabroadband Terahertz Metamaterial Absorbers
Shen, Z., Li, S., Xu, Y., Yin, W., Zhang, L., & Chen, X. (2021) · Physical Review Applied · doi:10.1103/physrevapplied.16.014066 · Cited by 94 · see citing works
Self-citationZhou, H., Li, D., Hui, X., & Mu, X. (2021) · International Journal of Optomechatronics · doi:10.1080/15599612.2021.1953199 · Cited by 93 · see citing works
Self-citationLiu, W., Ma, Y., Chang, Y., Dong, B., Wei, J., Ren, Z., & Lee, C. (2021) · Nanophotonics · doi:10.1515/nanoph-2021-0029 · Cited by 91 · see citing works
Self-citationZhang, Z., Liu, X., Zhou, H., Xu, S., & Lee, C. (2023) · Small Structures · doi:10.1002/sstr.202300325 · Cited by 94 · see citing works
Self-citationLiu, W., Ma, Y., Liu, X., Zhou, J., Xu, C., Dong, B., & Lee, C. (2022) · Nano Letters · doi:10.1021/acs.nanolett.2c01198 · Cited by 89 · see citing works
Self-citationMultifunctional Terahertz Biodetection Enabled by Resonant Metasurfaces
Wang, R., Ruan, H., Li, D., Huang, L., Jiang, R., Zhang, X., Yang, X., Wang, L., Wang, S., Kivshar, Y. S., et al. (2025) · Advanced Materials · doi:10.1002/adma.202418147 · Cited by 85 · see citing works
Self-citationExpanding chiral metamaterials for retrieving fingerprints via vibrational circular dichroism
Xu, C., Ren, Z., Zhou, H., Zhou, J., Ho, C. P., Wang, N., & Lee, C. (2023) · Light Science & Applications · doi:10.1038/s41377-023-01186-3 · Cited by 83 · see citing works
Self-citationZhai, Y., Ye, J., Zhang, Y., Zhang, K., Zhan, E., Zhang, X., & Yang, Y. (2024) · Chemical Engineering Journal · doi:10.1016/j.cej.2024.149286 · Cited by 79 · see citing works
Ren, Z., Xu, J., Le, X., & Lee, C. (2021) · Micromachines · doi:10.3390/mi12080946 · Cited by 76 · see citing works
Self-citationHe, T., Wen, F., Yang, Y., Le, X., Liu, W., & Lee, C. (2023) · Analytical Chemistry · doi:10.1021/acs.analchem.2c04527 · Cited by 74 · see citing works
Self-citationA Review of Metal–Organic Framework‐Based Compounds for Environmental Applications
Qian, Y., Zhang, F., Kang, D. J., & Pang, H. (2022) · Energy & environment materials · doi:10.1002/eem2.12414 · Cited by 73 · see citing works
Li, D., Zhou, H., Hui, X., He, X., Huang, H., Zhang, J., Mu, X., Lee, C., & Yang, Y. F. (2021) · Advanced Science · doi:10.1002/advs.202101879 · Cited by 70 · see citing works
Self-citationSunildutt, N., Parihar, P., Salih, A. R. C., Lee, S. H., & Choi, K. H. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1139229 · Cited by 65 · see citing works
Xu, J., Du, Y., Tian, Y., & Wang, C. (2020) · International Journal of Optomechatronics · doi:10.1080/15599612.2020.1857890 · Cited by 64 · see citing works
Zhou, H., Li, D., Ren, Z., Mu, X., & Lee, C. (2022) · InfoMat · doi:10.1002/inf2.12349 · Cited by 61 · see citing works
Self-citationLi, D., Zhou, H., Hui, X., He, X., & Mu, X. (2021) · Analytical Chemistry · doi:10.1021/acs.analchem.1c01078 · Cited by 59 · see citing works
Self-citationMetal–organic frameworks (MOFs) toward SO 2 detection
Obeso, J. L., Flores, C. V., Peralta, R. A., Viniegra, M., Martín-Guaregua, N., Huxley, M. T., Solís-Ibarra, D., Ibarra, I. A., & Janiak, C. (2025) · Chemical Society Reviews · doi:10.1039/d4cs00997e · Cited by 58 · see citing works
Sun, Z., He, T., Ren, Z., Wang, C., Liu, X., Zhang, Z., Zhou, J., Guo, X., Yang, Y., & Lee, C. (2025) · SmartSys · doi:10.1002/sys3.4 · Cited by 60 · see citing works
Self-citationReview on Metasurfaces: An Alternative Approach to Advanced Devices and Instruments
Zhao, X., Sun, Z., Zhang, L., Wang, Z., Xie, R., Zhao, J., You, R., & You, Z. (2022) · Advanced Devices & Instrumentation · doi:10.34133/2022/9765089 · Cited by 58 · see citing works
MOF/Polymer-Integrated Multi-Hotspot Mid-Infrared Nanoantennas for Sensitive Detection of CO2 Gas
Zhou, H., Ren, Z., Xu, C., Xu, L., & Lee, C. (2022) · Nano-Micro Letters · doi:10.1007/s40820-022-00950-1 · Cited by 58 · see citing works
Self-citationZhou, H., Li, D., Lv, Q., & Lee, C. (2025) · Chemical Society Reviews · doi:10.1039/d4cs00427b · Cited by 58 · see citing works
Self-citationOver-coupled resonator for broadband surface enhanced infrared absorption (SEIRA)
Paggi, L., Fabas, A., Ouazzani, H. E., Hugonin, J., Fayard, N., Bardou, N., Dupuis, C., Greffet, J., & Bouchon, P. (2023) · Nature Communications · doi:10.1038/s41467-023-40511-7 · Cited by 56 · see citing works
Surface-enhanced spectroscopy technology based on metamaterials
Li, D., Wu, X., Chen, Z., Liu, T., & Mu, X. (2025) · Microsystems & Nanoengineering · doi:10.1038/s41378-025-00905-7 · Cited by 54 · see citing works
Self-citationGuo, X., Zhang, Z., Ren, Z., Li, D., Xu, C., Wang, L., Liu, W., Zhuge, Y., Zhou, G., & Lee, C. (2025) · Advanced Materials · doi:10.1002/adma.202510417 · Cited by 55 · see citing works
Self-citationPhonon-Enhanced Mid-Infrared CO2 Gas Sensing Using Boron Nitride Nanoresonators
Bareza, N., Paulillo, B., Slipchenko, T. M., Autore, M., Dolado, I., Liu, S., Edgar, J. H., Vélez, S., Martín-Moreno, L., Hillenbrand, R., et al. (2022) · ACS Photonics · doi:10.1021/acsphotonics.1c01254 · Cited by 52 · see citing works
Organ-on-a-chip microengineering for bio-mimicking disease models and revolutionizing drug discovery
Ahmed, T. (2022) · Biosensors and Bioelectronics X · doi:10.1016/j.biosx.2022.100194 · Cited by 53 · see citing works
Li, D., Xu, C., Xie, J., & Lee, C. (2023) · Nanomaterials · doi:10.3390/nano13162377 · Cited by 51 · see citing works
Self-citationLi, D., Zhou, H., Chen, Z., Ren, Z., Xu, C., He, X., Liu, T., Chen, X., Huang, H., Lee, C., et al. (2023) · Advanced Materials · doi:10.1002/adma.202301787 · Cited by 50 · see citing works
Self-citationLi, D., Zhou, H., Ren, Z., & Lee, C. (2025) · Small Science · doi:10.1002/smsc.202400250 · Cited by 48 · see citing works
Self-citationLi, D., Xie, Z., Qu, M., Zhang, Q. Y., Fu, Y., & Xie, J. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.1c13046 · Cited by 48 · see citing works
Self-citationSurface Functionalized Sensors for Humidity‐Independent Gas Detection
Qu, F., Zhang, S., Huang, C., Guo, X., Zhu, Y., Thomas, T., Guo, H., Attfield, J. P., & Yang, M. (2020) · Angewandte Chemie · doi:10.1002/ange.202015856 · Cited by 45 · see citing works
Zhou, H., Ren, Z., Li, D., Xu, C., Mu, X., & Lee, C. (2023) · Nature Communications · doi:10.1038/s41467-023-43127-z · Cited by 44 · see citing works
Self-citationSurface plasmons-phonons for mid-infrared hyperspectral imaging
Zhou, H., Li, D., Ren, Z., Xu, C., Wang, L., & Lee, C. (2024) · Science Advances · doi:10.1126/sciadv.ado3179 · Cited by 45 · see citing works
Self-citationLiu, X., Zhang, Z., Zhou, J., Liu, W., Zhou, G., & Lee, C. (2024) · Small · doi:10.1002/smll.202400035 · Cited by 43 · see citing works
Self-citationLi, Z., Liu, J., Yi, X., Wu, W., Li, F., Zhu, Z., Li, H., Shi, J., Xu, Y., Zhou, F., et al. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202109541 · Cited by 38 · see citing works
Xu, C., Ren, Z., Zhou, H., Zhou, J., Li, D., & Lee, C. (2023) · Advanced Functional Materials · doi:10.1002/adfm.202314482 · Cited by 36 · see citing works
Self-citationXia, L., Liu, Y., Chen, R. T., Weng, B., & Zou, Y. (2024) · Applied Physics Reviews · doi:10.1063/5.0197236 · Cited by 38 · see citing works
Xie, J., Ren, Z., Wei, J., Liu, W., Zhou, J., & Lee, C. (2023) · Advanced Optical Materials · doi:10.1002/adom.202202867 · Cited by 36 · see citing works
Self-citationPlasmonic nanosensors for pharmaceutical and biomedical analysis
Akgönüllü, S., & Deni̇zli̇, A. (2023) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2023.115671 · Cited by 35 · see citing works
Wang, X., Qi, H., Shao, Y., Zhao, M., Chen, H., Chen, Y., Ying, Y., & Wang, Y. (2024) · Advanced Science · doi:10.1002/advs.202400207 · Cited by 34 · see citing works
Zhou, H., Li, D., & Lee, C. (2025) · AI Sensors · doi:10.3390/aisens1010005 · Cited by 37 · see citing works
Self-citationMiniaturized CO2 Gas Sensor Using 20% ScAlN-Based Pyroelectric Detector
Ng, D. K. T., Xu, L., Chen, W., Wang, H., Gu, Z., Chia, X. X., Fu, Y. H., Jaafar, N. B., Ho, C. P., Zhang, T., et al. (2022) · ACS Sensors · doi:10.1021/acssensors.2c00980 · Cited by 33 · see citing works
Ultra-compact broadband terahertz spectroscopy sensor enabled by resonant-gradient metasurface
Wang, R., Zhang, D., Chen, L., Zhang, N., Li, D., Jiang, R., Zhang, X., Yang, X., Zhang, L., Wang, S., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-66310-w · Cited by 37 · see citing works
Self-citationBoron-nitride nanostructures for the detection of harmful gases (CO, CO2, H2S, N2O, and SO2)
Palomino‐Asencio, L., García‐Hernández, E., Shakerzadeh, E., & Anota, E. C. (2024) · Computational and Theoretical Chemistry · doi:10.1016/j.comptc.2024.114613 · Cited by 32 · see citing works
Zhou, J., Zhang, H., Qiao, Q., Chen, H., Huang, Q., Wang, H., Ren, Q., Wang, N., Ma, Y., & Lee, C. (2024) · Nature Communications · doi:10.1038/s41467-024-54704-1 · Cited by 31 · see citing works
Self-citationTerahertz molecular vibrational sensing using 3D printed anapole meta-biosensor
Yang, C., Shen, Z., Cui, Y., Zhang, N., Zhang, L., Yan, R., & Chen, X. (2025) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2025.117351 · Cited by 31 · see citing works
Self-citationMEMS enabled suspended silicon waveguide platform for long-wave infrared modulation applications
Liu, X., Qiao, Q., Dong, B., Liu, W., Xu, C., Xu, S., & Zhou, G. (2022) · International Journal of Optomechatronics · doi:10.1080/15599612.2022.2137608 · Cited by 29 · see citing works
Sensing Technologies for Outdoor/Indoor Farming
Wang, L., Xiao, M., Guo, X., Yang, Y., Zhang, Z., & Lee, C. (2024) · Biosensors · doi:10.3390/bios14120629 · Cited by 28 · see citing works
Self-citationA hybrid graphene metamaterial absorber for enhanced modulation and molecular fingerprint retrieval
Chen, Z., Li, D., Zhou, H., Liu, T., & Mu, X. (2023) · Nanoscale · doi:10.1039/d3nr02830e · Cited by 28 · see citing works
Self-citationMa, Y., Liu, W., Liu, X., Wang, N., & Zhang, H. (2024) · International Journal of Optomechatronics · doi:10.1080/15599612.2024.2342279 · Cited by 29 · see citing works
Mid‐infrared integrated electro‐optic modulators: a review
Xu, T., Dong, Y., Zhong, Q., Zheng, S., Qiu, Y., Zhao, X., Jia, L., Lee, C., & Hu, T. (2023) · Nanophotonics · doi:10.1515/nanoph-2023-0286 · Cited by 28 · see citing works
Self-citationOn‐Chip Near‐Infrared Spectral Sensing with Minimal Plasmon‐Modulated Channels
Zheng, Q., Nan, X., Chen, B., Wang, H., Hu, N., Gao, M., Liu, Z., Wen, L., Cumming, D. R. S., & Chen, Q. (2023) · Laser & Photonics Review · doi:10.1002/lpor.202300475 · Cited by 24 · see citing works
Bassous, N. J., Rodriguez, A. C., Leal, C. I. L., Jung, H. Y., Lee, C. K., Joo, S., Kim, S., Yun, C., Hahm, M. G., Ahn, M., et al. (2023) · Advanced Sensor Research · doi:10.1002/adsr.202300094 · Cited by 24 · see citing works
Self-citationLi, D., Zhou, H., Ren, Z., Xu, C., & Lee, C. (2024) · Nano-Micro Letters · doi:10.1007/s40820-024-01520-3 · Cited by 24 · see citing works
Self-citationKong, Y., Zhao, Z., Wang, Y., Yang, S., Huang, G., Wang, Y., Liu, C., You, C., Tan, J., Wang, C., et al. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.1c16322 · Cited by 23 · see citing works
Coupling tandem MOFs in metal-insulator-metal resonator advanced chemo-sieving sensing
Li, Z., Liu, J., Feng, L., Liu, X., Xu, Y., Zhou, F., & Liu, W. (2022) · Nano Today · doi:10.1016/j.nantod.2022.101726 · Cited by 23 · see citing works
Wang, J., Xie, Z., Zhu, Y., Zeng, P., He, S., Wang, J., Wei, H., & Yu, C. (2024) · Trends in Environmental Analytical Chemistry · doi:10.1016/j.teac.2024.e00226 · Cited by 23 · see citing works
Xie, J., Ren, Z., Zhou, H., Zhou, J., Liu, W., & Lee, C. (2024) · Advanced Optical Materials · doi:10.1002/adom.202401582 · Cited by 21 · see citing works
Self-citationZheng, C., Pi, M., Song, F., Li, Y., Peng, Z., Guan, G., Zhang, L., Ma, Y., Min, Y., Ye, W., et al. (2023) · Journal of Lightwave Technology · doi:10.1109/jlt.2023.3262774 · Cited by 21 · see citing works
Recent advances in nanostructured substrates for surface-enhanced infrared absorption spectroscopy
Wang, J., Zeng, P., Xiao, X., Zhou, C. S., Wei, H., & Yu, C. (2023) · Nanotechnology · doi:10.1088/1361-6528/acd943 · Cited by 21 · see citing works
AI‑driven photonic noses: from conventional sensors to cloud‑to-edge intelligent microsystems
Zhou, H., Zhang, H., Zhang, R., Yuan, X., & Chang, H. (2025) · Microsystems & Nanoengineering · doi:10.1038/s41378-025-01058-3 · Cited by 20 · see citing works
Self-citationZhang, D., Xiao, L., Xiong, G., He, Q., Pan, Z. S., & Ma, G. (2023) · Journal of Coatings Technology and Research · doi:10.1007/s11998-023-00769-4 · Cited by 19 · see citing works
Ultrasensitive Plasmon‐Enhanced Infrared Spectroelectrochemistry
Li, J. P., Wu, D., Li, J., Zhou, Y., Yan, Z., Liang, J., Zhang, Q., & Xia, X. (2024) · Angewandte Chemie International Edition · doi:10.1002/anie.202319246 · Cited by 16 · see citing works
Gas Sensing of Organophosphorous Compounds with Iii-V Semiconductor PlasmonicsPreprint
Fehlen, P., Thomas, G., Gonzalez-Posada, F., Guise, J., Rusconi, F., Cerutti, L., Taliercio, T., & Spitzer, D. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4178083 · Cited by 16 · see citing works
Nuñez, J., Boersma, A., Grand, J., Mintova, S., & Sciacca, B. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202101623 · Cited by 14 · see citing works
Barauskas, D., Pelenis, D., Dzikaras, M., Vanagas, G., Mikolajūnas, M., Baltrušaitis, J., & Viržonis, D. (2023) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2023.134178 · Cited by 13 · see citing works
Wu, S., Chen, C., Wu, X., Tian, F., Ma, Y., Xu, Y., & Hu, H. (2023) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2023.133560 · Cited by 13 · see citing works
Peng, Z., Huang, Y., Zheng, K., Min, Y., Zhao, H., Pi, M., Song, F., Zheng, C., Zhang, Y., Chang, Z., et al. (2024) · Analytical Chemistry · doi:10.1021/acs.analchem.3c04793 · Cited by 13 · see citing works
Designing Hybrid Plasmonic Superlattices with Spatially Confined Responsive Heterostructural Units
Liu, J., Luo, H., Li, Z., Ye, P., Zhang, J., Khaniyev, B., Mukhametkarimov, Y. S., Ibraimov, M., & Xu, Y. (2025) · Nano Letters · doi:10.1021/acs.nanolett.4c05072 · Cited by 11 · see citing works
Adi, W., Beisenova, A., Biswas, S. K., Chen, Y., Rosas, S., Unnikrishnan, V., Zheng, T., Kondelaji, M. H. R., Kuruoğlu, F., Arvelo, E. R., et al. (2025) · ACS Photonics · doi:10.1021/acsphotonics.5c00838 · Cited by 11 · see citing works
Multifunctional Terahertz Metasensor Based on Multi-Fano Resonance for Ultrasensitive Biodetection
Ruan, H., Zhong, Y., Wang, R., & Zhang, X. (2024) · IEEE Transactions on Plasma Science · doi:10.1109/tps.2024.3368191 · Cited by 10 · see citing works
Artificial Intelligence of Things in Hydrogen Sensing: Toward Optic and Intelligent System
Zhu, J., Zhan, Y., Ni, X., & Gao, Y. (2025) · Research · doi:10.34133/research.0750 · Cited by 10 · see citing works
Wen, Y., Zhu, H., Song, F., Chen, R., Zheng, C., Pi, M., Zhang, Y., & Wang, Y. (2025) · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · doi:10.1016/j.saa.2025.126621 · Cited by 10 · see citing works
Jiang, T., Bhattacharya, A., Barkey, M., Aigner, A., Rohrer, L., Weber, T., Wang, J., Maier, S. A., & Tittl, A. (2025) · Advanced Functional Materials · doi:10.1002/adfm.202516021 · Cited by 10 · see citing works
Luo, S., Ding, Y., Pan, M., Zhou, R., Han, H., Liao, Z., & Chen, D. (2024) · Optics & Laser Technology · doi:10.1016/j.optlastec.2024.111685 · Cited by 8 · see citing works
Huang, S., Chen, Q., Li, Y., Duan, L., Zhao, X., Lu, Y., & Chen, Z. (2026) · Biosensors · doi:10.3390/bios16010053 · Cited by 8 · see citing works
Hu, W., Chen, W., Shi, J., Lin, C. Y., & Li, X. (2024) · Applied Surface Science · doi:10.1016/j.apsusc.2024.160875 · Cited by 6 · see citing works
Chen, R., Tang, L., Li, G., Luo, P., Wang, Y., Wu, X., Nong, J., & Wei, W. (2024) · Analytical Chemistry · doi:10.1021/acs.analchem.4c03765 · Cited by 5 · see citing works
Advanced Waveguide Based LOC Biosensors: A Minireview
Kanjwal, M. A., & Ghaferi, A. A. A. (2022) · Sensors · doi:10.3390/s22145443 · Cited by 5 · see citing works
Shen, Z., Zhang, L., & Chen, X. (2022) · Optics & Laser Technology · doi:10.1016/j.optlastec.2022.108265 · Cited by 5 · see citing works
Self-citationBatool, S. M., Batool, S. S., Bazrafkan, A., Thomsan., D., Miranda, M., Braaten, B. D., & Oduor, P. G. (2026) · Materials Today Sustainability · doi:10.1016/j.mtsust.2026.101321 · Cited by 4 · see citing works
Li, D., Chen, Z., Wu, X., Liu, T., Zhang, G., Mu, X., & Lee, C. (2026) · ACS Nano · doi:10.1021/acsnano.5c20156 · Cited by 4 · see citing works
Self-citationEnhanced light–matter interaction in plasmonic nanocavities: principle, challenge, and perspective
Song, D., Lu, Z., Guo, Q., Zhang, T., Ji, J., Zhang, Y., Ding, T., Govorov, A. O., Dong, Z., Zhang, S., et al. (2026) · Photonics Insights · doi:10.3788/pi.2026.r01 · Cited by 5 · see citing works
Li, Y., Luo, Y., Lin, X., Li, D., Gong, T., Wang, C., & Yue, W. (2025) · Surfaces and Interfaces · doi:10.1016/j.surfin.2025.105758 · Cited by 4 · see citing works
Self-citation
- Authors
- Zhou, H., Hui, X., Li, D., Hu, D., Chen, X., He, X., Gao, L., Huang, H., Lee, C., & Mu, X.
- Affiliations
- Chongqing University (CN)
- National University of Singapore (SG)
- Corresponding author
- Lee, Chengkuo
- Mu, Xiaojing
- ORCID
- Venue
- Advanced Science
- Publisher
- Wiley
- Published
- 2020-09-18
- Volume
- 7
- Issue
- 20
- Pages
- 2001173-2001173
- ISSN
- 2198-3844 (ISSN-L)
- PMC
- PMC7578855
- OpenAlex
- W3087008916
- Cited by
- 136
- References
- 47
- Citations by year
- 2026: 10 · 2025: 29 · 2024: 26 · 2023: 28 · 2022: 20 · 2021: 19 · 2020: 4
- FWCI
- 6.10
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Advanced Science (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- National University of Singapore (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Key Research and Development Program of China (2019YFB2004800, 2019YFB2004803, 2016YFB0402702)
- Fundamental Research Funds for the Central Universities (2019CDCGGD320)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Gas Sensing Nanomaterials and Sensors
- Physical Sciences › Chemistry › Spectroscopy › Spectroscopy and Laser Applications
- Physical Sciences › Chemistry › Inorganic Chemistry › Metal-Organic Frameworks: Synthesis and Applications
- Keywords
- metal-organic frameworks, surface-enhanced infrared absorption, carbon dioxide detection, methane detection, gas selectivity
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review