| [1] | Liu, Y. et al. Label and label-free based surface-enhanced Raman scattering for pathogen bacteria detection: A review. Biosensors and Bioelectronics 94, 131-140 (2017). doi: 10.1016/j.bios.2017.02.032 |
| [2] | Wang, T. et al. Emerging core–shell nanostructures for surface-enhanced Raman scattering (SERS) detection of pesticide residues. Chemical Engineering Journal 424, 130323 (2021). doi: 10.1016/j.cej.2021.130323 |
| [3] | Huang, Y. H. et al. Sensing antibiotics in wastewater using surface-enhanced Raman scattering. Environmental science & technology 57, 4880-4891 (2023). doi: 10.1021/acs.est.3c00027 |
| [4] | Zhai, W. L. et al. Recent progress in mycotoxins detection based on surface‐enhanced Raman spectroscopy. Comprehensive Reviews in Food Science and Food Safety 20, 1887-1909 (2021). doi: 10.1111/1541-4337.12686 |
| [5] | Jayaprakash, V. et al. Determination of trace organic contaminant concentration via machine classification of surface-enhanced Raman spectra. Environmental Science & Technology 58, 15619-15628 (2024). doi: 10.1021/acs.est.3c06447 |
| [6] | Xu, G. J. et al. Surface-enhanced Raman spectroscopy facilitates the detection of microplastics< 1 μm in the environment. Environmental science & technology 54, 15594-15603 (2020). doi: 10.1021/acs.est.0c02317 |
| [7] | Sheng, E. Z. et al. Simultaneous and ultrasensitive detection of three pesticides using a surface-enhanced Raman scattering-based lateral flow assay test strip. Biosensors and Bioelectronics 181, 113149 (2021). doi: 10.1016/j.bios.2021.113149 |
| [8] | Wang, Q. Z. et al. Semiconductor-based surface-enhanced Raman scattering sensing platforms: State of the art, applications and prospects in food safety. Trends in Food Science & Technology 147, 104460 (2024). doi: 10.1016/j.jpgs.2024.104460 |
| [9] | Wang, H. B. et al. Coupling enhancement mechanisms, materials, and strategies for surface-enhanced Raman scattering devices. Analyst 146, 5008-5032 (2021). doi: 10.1039/D1AN00624J |
| [10] | Liu, H. Q., He, Y. N. & Cao, K. Z. Flexible surface‐enhanced Raman scattering substrates: A review on constructions, applications, and challenges. Advanced Materials Interfaces 8, 2100982 (2021). doi: 10.1002/admi.202100982 |
| [11] | Liu, G. R. et al. Surface-enhanced Raman scattering as a potential strategy for wearable flexible sensing and point-of-care testing non-invasive medical diagnosis. Frontiers in Chemistry 10, 1060322 (2022). doi: 10.3389/fchem.2022.1060322 |
| [12] | Zou, S. M. et al. Ag nanorods-based surface-enhanced Raman scattering: Synthesis, quantitative analysis strategies, and applications. Frontiers in Chemistry 7, 376 (2019). doi: 10.3389/fchem.2019.00376 |
| [13] | Magdy, M. A conceptual overview of surface-enhanced Raman scattering (SERS). Plasmonics 18, 803-809 (2023). doi: 10.1007/s11468-023-01807-y |
| [14] | Madzharova, F., Heiner, Z. & Kneipp, J. Surface enhanced hyper Raman scattering (SEHRS) and its applications. Chemical Society Reviews 46, 3980-3999 (2017). doi: 10.1039/C7CS00137A |
| [15] | Feng, X. Q. et al. Dual-enhanced Raman scattering sensors incorporating graphene plasmonic nanoresonators. Journal of Materials Chemistry C 9, 12768-12777 (2021). doi: 10.1039/D1TC02461B |
| [16] | Liao, W. L. et al. Au–Ag bimetallic nanoparticles decorated silicon nanowires with fixed and dynamic hot spots for ultrasensitive 3D SERS sensing. Journal of Alloys and Compounds 868, 159136 (2021). doi: 10.1016/j.jallcom.2021.159136 |
| [17] | Su, G. W. et al. MOF-Derived hierarchical porous 3D ZnO/Ag nanostructure as a reproducible SERS substrate for ultrasensitive detection of multiple environmental pollutants. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 270, 120818 (2022). doi: 10.1016/j.saa.2021.120818 |
| [18] | Li, N. et al. Gold-coated nanoripples produced by UV-Femtosecond lasers for surface enhanced Raman spectroscopy. Applied Surface Science 636, 157794 (2023). doi: 10.1016/j.apsusc.2023.157794 |
| [19] | Liu, H. L. et al. Size-Controllable Gold Nanopores with High SERS Activity. Analytical Chemistry 89, 10407-10413 (2017). doi: 10.1021/acs.analchem.7b02410 |
| [20] | Spitzberg, J. D. et al. Plasmonic-nanopore biosensors for superior single‐molecule detection. Advanced materials 31, 1900422 (2019). doi: 10.1002/adma.201900422 |
| [21] | Song, X. et al. Droplet array for open-channel high-throughput SERS biosensing. Talanta 218, 121206 (2020). doi: 10.1016/j.talanta.2020.121206 |
| [22] | Barbillon, G. et al. Gold nanocolumnar templates for effective chemical sensing by surface-enhanced raman scattering. Nanomaterials 12, 4157 (2022). doi: 10.3390/nano12234157 |
| [23] | Yang, F. et al. A flexible surface-enhanced Raman Spectroscopy chip integrated with microlens. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 287, 122129 (2023). doi: 10.1016/j.saa.2022.122129 |
| [24] | Das, A. et al. Fabrication of plasmonic nanopyramidal array as flexible SERS substrate for biosensing application. Nano Research 16, 1132-1140 (2023). doi: 10.1007/s12274-022-4745-0 |
| [25] | Guo, L. F. et al. Nanoporous Ag-decorated Ag7O8NO3 micro-pyramids for sensitive surface-enhanced Raman scattering detection. Chemosensors 10, 539 (2022). doi: 10.3390/chemosensors10120539 |
| [26] | Jin, X. et al. Light-trapping SERS substrate with regular bioinspired arrays for detecting trace dyes. ACS applied materials & interfaces 13, 11535-11542 (2021). doi: 10.1021/acsami.1c00702 |
| [27] | Yan, S. S. et al. Manipulating coupled field enhancement in slot-under-groove nanoarrays for universal surface-enhanced Raman scattering. Acs Nano 17, 22766-22777 (2023). doi: 10.1021/acsnano.3c07458 |
| [28] | Gao, R. K. et al. Light trapping induced flexible wrinkled nanocone SERS substrate for highly sensitive explosive detection. Sensors and Actuators B: Chemical 314, 128081 (2020). doi: 10.1016/j.snb.2020.128081 |
| [29] | Wang, M. Y. et al. Laser Parallel Nanofabrication of Dual-Au-Nanoholes on Microsphere-Lens-Array for Polarization-Dependent SERS. Advanced Materials Technologies 9, 2302244 (2024). |
| [30] | Mi, J. J. et al. Flexible Large-Area Surface Enhanced Raman Scattering Substrate Based on Bowl-Shaped Arrays of Au Nanoparticles on PDMS. Acs Applied Nano Materials 7, 13664-13671 (2024). doi: 10.1021/acsanm.4c02136 |
| [31] | Meng, T. T. et al. Multifunctional Ag-coated CuO microbowl arrays for highly efficient, ultrasensitive, and recyclable surface-enhanced Raman scattering. Sensors and Actuators B: -Chemical 354, 131097 (2022). doi: 10.1016/j.snb.2021.131097 |
| [32] | Hao, B. et al. Versatile route to gapless microlens arrays using laser-tunable wet-etched curved surfaces. Optics express 20, 12939-12948 (2012). doi: 10.1364/OE.20.012939 |
| [33] | Liu, Y. et al. Morphology adjustable microlens array fabricated by single spatially modulated femtosecond pulse. Nanophotonics 11, 571-581 (2022). doi: 10.1515/nanoph-2021-0629 |
| [34] | Xu, F. & Zhu, Y. Highly conductive and stretchable silver nanowire conductors. Advanced materials 24, 5117-5122 (2012). doi: 10.1002/adma.201201886 |
| [35] | Chan, J. W. et al. Structural changes in fused silica after exposure to focused femtosecond laser pulses. Optics letters 26, 1726-1728 (2001). doi: 10.1364/OL.26.001726 |
| [36] | Zhao, M. J. et al. Controllable high-throughput high-quality femtosecond laser-enhanced chemical etching by temporal pulse shaping based on electron density control. Scientific reports 5, 13202 (2015). doi: 10.1038/srep13202 |
| [37] | Guo, Y. X. et al. Baseline correction for Raman spectra using a spectral estimation-based asymmetrically reweighted penalized least squares method. Applied Optics 62, 4766-4776 (2023). doi: 10.1364/AO.489478 |
| [38] | Barveen, N. R., Wang, T. J. & Chang, Y. H. Photochemical decoration of silver nanoparticles on silver vanadate nanorods as an efficient SERS probe for ultrasensitive detection of chloramphenicol residue in real samples. Chemosphere 275, 130115 (2021). doi: 10.1016/j.chemosphere.2021.130115 |
| [39] | Peng, C. et al. Laser transparent multiplexed SERS microneedles for in situ and real-time detection of inflammation. Biosensors and Bioelectronics 225, 115079 (2023). doi: 10.1016/j.bios.2023.115079 |
| [40] | Kong, S. M. et al. One-pot platform for the collection and detection of nanoparticles: Flexible surface-enhanced Raman scattering (SERS) substrates with nano-pore structure. Chemical Engineering Journal 471, 144753 (2023). doi: 10.1016/j.cej.2023.144753 |
| [41] | Xia, Y. J. et al. Biomimetically Inspired Micro‐Nano Hierarchical Structures of Rose Petals for Efficient SERS Sensing Applications. Advanced Optical Materials 12, 2401657 (2024). doi: 10.1002/adom.202401657 |
| [42] | Sun, B. B. et al. Construction of flexible PDMS@ PDA@ AgNPs SERS sensor for multi-component detection of trace industrial dyes. Physica Scripta 99, 125035 (2024). doi: 10.1088/1402-4896/ad92b3 |
| [43] | Yang, K. J. et al. Polydopamine-Mediated, Centrifugal Force-Driven Gold Nanoparticle-Deposited Microneedle SERS Sensors for Food Safety Monitoring Theoretical Study of the SERS Substrate Fabrication. ACS sensors 10, 339-349 (2025). doi: 10.1021/acssensors.4c02556 |
| [44] | Wang, T. C. et al. Controllable assembly of three-dimensional SERS substrate for highly sensitive detection of thiram residues in vegetables. Food Chemistry 469, 142568 (2025). doi: 10.1016/j.foodchem.2024.142568 |
| [45] | Lee, G. et al. Surface Wrinkling for Flexible and Stretchable Sensors. Small 18, 2203491 (2022). doi: 10.1002/smll.202203491 |