journal article·2026-01

Graphene-based sensors for multiscenario applications: from functional interface engineering to artificial intelligence-driven optimization

Shuangwen Li, Jiaqi Liu, Yufei Bi, Guomin Fu, Haobo Chai, Xiaohan Wang, Yuchen Yue, Haoran An, Wei Feng

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OpenAlex topics: Graphene research and applications · Advanced Sensor and Energy Harvesting Materials · Graphene and Nanomaterials Applications

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References (100+)

Show source-provided references
1. Electric field effect in atomically thin carbon films10.1126/science.1102896 ↗
2. The rise of graphene10.1038/nmat1849 ↗
3. Two-dimensional transition-metal halogenides with Mexican-hat-shaped band as a correlated topological insulator
4. Prediction of the TiS2 bilayer with self-intercalation: robust ferromagnetic semiconductor with a high curie temperature10.1021/acs.jpcc.4c06216 ↗
5. Measuring the specific surface area of monolayer graphene oxide in water
6. Electronic and magnetic properties of nitrogen functionalized graphene oxide10.1016/j.diamond.2017.08.011 ↗
7. Applications of graphene in electrochemical sensing and biosensing10.1016/j.trac.2015.07.008 ↗
8. Engineering the flexibility and elastic modulus of graphene by heterojunctions
9. Overcoming chemical stability challenges of nanoporous graphene separation membranes in harsh environments
10. Large-area synthesis of high-quality and uniform graphene films on copper foils10.1126/science.1171245 ↗
11. A roadmap for graphene10.1038/nature11458 ↗
12. CVD graphene with high electrical conductivity: empowering applications
13. Applications of graphene-based materials in sensors
14. Room temperature printed ethanol sensor based on P-phenylenediamine functionalized graphene oxide10.1109/LSENS.2025.3535770 ↗
15. Piezoresistive sensing mechanism of graphene-based electronic skin10.15632/jtam-pl/194239 ↗
16. Carboxyl graphene oxide/graphene composite structure for the chemiresistive detection of acetaldehyde at room temperature
17. Mechanical sensors based on surface plasmon polaritions of strained graphene
18. Unravelling the potential of graphene/transition metal chalcogenides nanocomposites as electrochemical sensors for drug detection: a review10.1016/j.microc.2025.113148 ↗
19. Monitoring high-temperature sensor with optical performance using graphene in power plant industries10.1049/nde2.12094 ↗
20. High-sensitivity terahertz gas sensor using graphene-enhanced metasurfaces with machine learning optimization
21. Hybrid manganite-graphene sensor for magnetic field magnitude and direction measurement
22. Wearable biodevices based on two-dimensional materials: from flexible sensors to smart integrated systems
23. Fabrication, and mechanism of nitrogen-doped graphene-based photocatalyst10.1002/adma.202003521 ↗
24. On the road to the frontiers of lithium-ion batteries: a review and outlook of graphene anodes
25. Highly efficient cellular acoustic absorber of graphene ultrathin drums10.1002/adma.202103740 ↗
26. Ultrasensitive room-temperature NO2 gas sensor based on graphene-modified Cu2O nanocomposites: a combined experimental and first-principles study10.1016/j.measurement.2025.116647 ↗
27. Graphene metasurface-based surface plasmon resonance biosensor for rapid COVID-19 detection with machine learning optimization
28. Laser-induced graphene and laser-induced graphene/carbon nanotube-based sensors for temperature and strain sensing10.1088/2058-8585/ada80d ↗
29. Optimized Ag NPs/graphene conductive ink for high-sensitivity flexible stress sensors
30. Recent development of elastomer-based smart sensing materials and structures
31. Human-tissue-inspired anti-fatigue-fracture hydrogel for a sensitive wide-range human-machine interface10.1039/C9TA08111A ↗
32. Multifunctional poly(vinyl alcohol) nanocomposite organohydrogel for flexible strain and temperature sensor10.1021/acsami.0c12176 ↗
33. Flatland of Graphene's derivatives: classification, synthesis, mechanisms, role of defects, applications, and prospectives
34. A review on properties and environmental applications of graphene and its derivative-based composites
35. Recent progress of cement-based materials modified by graphene and its derivatives
36. Controlling oxidation degree and crystallinity to achieve high Young's modulus of graphene derivatives10.1016/j.diamond.2024.111847 ↗
37. Silver/graphene oxide composite with high thermal/electrical conductivity and mechanical performance developed through a dual-dispersion medium method10.1016/j.jmrt.2024.11.163 ↗
38. Sulfonated graphene oxide for proton exchange membranes with significantly enhanced proton conductivity10.1007/s42823-025-00898-3 ↗
39. Graphene-based microwave circuits: a review10.1002/adma.202108473 ↗
40. Graphene-based fiber materials for gas sensing applications: state of the art review
41. Fabrication of graphene-based ammonia sensors: a review10.2174/1573413719666230829142724 ↗
42. A highly sensitive long-range surface plasmon resonance biosensor for the determination of hemoglobin content in human blood
43. Piezoresistive and capacitive cement-based stress sensors designed by incorporating carbon nanotubes doped with graphene nanopowder for structural health monitoring
44. The development of sensitive graphene-based surface acoustic wave sensors for NO2 detection at room temperature
45. Facile, cost-effective NO2 gas sensors based on polymer intercalated graphene/reduced graphene oxide materials10.1016/j.jtice.2024.105405 ↗
46. Highly sensitive and selective SnO2-Gr sensor photoactivated for detection of low NO2 concentrations at room temperature
47. Miniaturized flexible sensors empowered by MoS2/rGO 2-D materials for enhanced ammonia detection10.1109/JSEN.2025.3528991 ↗
48. Room temperature ammonia sensors with enhanced sensitivity based on CuO/Ti3C2Tx/graphene composites10.1109/JSEN.2025.3526256 ↗
49. SnO2/GO co-supported transfer of CVD graphene for high-performance ammonia detection
50. Simulation of a surface plasmon resonance biosensor using a combination of TiO2 and 2D materials for blood glucose detection10.1007/s11468-025-02869-w ↗
51. In silico bioactivity prediction of proteins interacting with graphene-based nanomaterials guides rational design of biosensor10.1016/j.talanta.2024.126397 ↗
52. Recent developments in electrochemical sensors and biosensors for food additives determination: Principle and application
53. Sensitive and selective detection of heavy metal ions and organic pollutants with graphene-integrated sensing platforms10.1039/D4NR00956H ↗
54. An updated review on functionalized graphene as sensitive materials in sensing of pesticides
55. Graphene nanoplatelets/polydimethylsiloxane flexible strain sensor with improved sandwich structure
56. Construction of laser-induced graphene/silver nanowire composite structures for low-strain, high-sensitivity flexible wearable strain sensors10.1007/s11431-024-2789-4 ↗
57. Multifunctional strain sensor with adjustable conductive network for wearable applications10.1002/pat.6577 ↗
58. Resistive flexible strain sensor based on AgNWs-Gr-PDMS for wearable electronics
59. Scalable assembly of high-quality graphene films via electrostatic-repulsion aligning10.1002/adma.202206101 ↗
60. Artificial intelligence in gas sensing: a review10.1021/acssensors.4c02272 ↗
61. Dynamic sensor-based data management optimization strategy of edge artificial intelligence model for intelligent transportation system
62. An artificial intelligence-assisted flexible and wearable mechanoluminescent strain sensor system
63. Deep learning10.1038/nature14539 ↗
64. Chemical gas sensors: recent developments, challenges, and the potential of machine learning-a review10.3390/s21082877 ↗
65. Integrating AI and advanced spectroscopic techniques for precision food safety and quality control10.1016/j.tifs.2024.104850 ↗
66. Machine learning-assisted research and development of chemiresistive gas sensors10.1002/adem.202400782 ↗
67. Enhanced sensing response of the three dimensional MoS2 microstructure for NO2 gas detection at room temperature10.3389/fphy.2024.1446416 ↗
68. MXene-based nano(bio)sensors for the detection of biomarkers: a move towards intelligent sensors10.1016/j.microc.2023.109874 ↗
69. Next generation MXene based materials for electrochemical sensor: a critical review10.1016/j.molstruc.2024.139830 ↗
70. NO2 sensing behavior of compacted chemically treated multi-walled carbon nanotubes
71. Understanding the mechanism of the structure-dependent mechanical performance of carbon-nanotube-based hierarchical networks from a deformation mode perspective
72. Applications of graphene-based materials in sensors: a review
73. Flash-thermal reduction of graphene oxide with flexible electronics platform for highly sensitive wearable temperature sensor10.1002/aelm.202400984 ↗
74. Room temperature ammonia sensors with enhanced sensitivity based on CuO/Ti3C2Tx/graphene composites10.1109/JSEN.2025.3526256 ↗
75. A room-temperature ammonia gas sensor based on the h-MoO3@Graphene composite film with fast response time10.1016/j.materresbull.2024.112985 ↗
76. A portable and reusable sensor system based on graphene for real-time and sensitive detection of lead ions in water10.1039/D4EN00884G ↗
77. The burden of cardiovascular and respiratory diseases attributed to ambient sulfur dioxide over 26 years10.1007/s40201-020-00464-1 ↗
78. Determination of ammonia and hydrogen sulfide emissions from a commercial dairy farm with an exercise yard and the health-related impact for residents10.1007/s11356-020-09858-y ↗
79. Highly sensitive and selective NO2 sensor of alkalized V2CTx MXene driven by interlayer swelling
80. A review on Ti3C2Tx-based nanomaterials: synthesis and applications in gas and humidity sensors10.1007/s12598-020-01602-2 ↗
81. MoS2/WO3 nanosheets for detection of ammonia10.1021/acsanm.0c03239 ↗
82. Clad-modified fiber optic ammonia sensor based on Cu functionalized ZnO nanoflakes10.1016/j.sna.2020.112374 ↗
83. 3D printed CuO semiconducting gas sensor for ammonia detection at room temperature10.1016/j.mssp.2020.105546 ↗
84. Synthesis of CrO3 intercalated multilayer graphene for rapid and reversible NH3 gas sensing10.1016/j.snb.2020.127826 ↗
85. Development of graphene aerogels with high strength and ultrahigh adsorption capacity for gas purification
86. Charge transfer driven by redox dye molecules on graphene nanosheets for room-temperature gas sensing10.1039/D1NR04641A ↗
87. Voltage-dependent gas discrimination using self-activated graphene with Pt decoration10.1016/j.snb.2021.130696 ↗
88. IoT-enabled capacitive ammonia sensor platform for real-time environmental monitoring at room temperature10.1016/j.snb.2025.138831 ↗
89. Capacitive ammonia sensor based on graphene oxide/polyaniline nanocomposites10.1002/admt.202101247 ↗
90. Elastomer-coated graphene biosensor and its response to enzymatic reactions10.35848/1347-4065/acda00 ↗
91. Room-temperature semiconductor gas sensors: challenges and opportunities10.1021/acssensors.2c01142 ↗
92. Real-time monitoring of chlorobenzene gas using an electrochemical gas sensor during mediated electrochemical degradation at room temperature10.1016/j.jelechem.2021.115372 ↗
93. Laser-induced graphene for flexible and embeddable gas sensors10.1021/acsnano.8b09622 ↗
94. First-principles calculation of microstructural processes in alloys10.1016/j.commatsci.2010.02.001 ↗
95. The sensing mechanism of HCHO gas sensor based on transition metal doped graphene: insights from DFT study
96. Design pollution gas sensor using graphene ribbon: density function theory (DFT)
97. First-principles study of highly sensitive graphene/hexagonal boron nitride heterostructures for application in toxic gas-sensing devices10.1039/D3RA08017J ↗
98. Graphene and graphene-like materials as a sensor for CO gas
99. Density functional theory study of B, N, and Si doped penta-graphene as the potential gas sensors for NH3 detection
100. Comprehensive analysis of reaction mechanisms in reduced graphene oxide and hematite heterostructure gas sensors10.1016/j.jallcom.2023.171698 ↗