Machine Learning-Based Rapid Detection of Volatile Organic Compounds in a Graphene Electronic Nose

Physics & Astronomy

• machine learning 91%
• volatile organic compounds 90%
• graphene 58%
• octanes 46%
• electronics 37%
• selectivity 33%
• sensors 32%
• environmental monitoring 24%
• ketones 23%
• versatility 20%
• hazards 19%
• food 19%
• toluene 19%
• gases 18%
• ethyl alcohol 17%
• multiplexing 17%
• data acquisition 17%
• capacitors 15%
• sectors 15%

Engineering & Materials Science

• Electronic nose 100%
• Volatile organic compounds 86%
• Graphene 84%
• Machine learning 52%
• Food storage 31%
• Toluene 21%
• Gases 20%
• Monitoring 20%
• Sensor arrays 19%
• Random forests 18%
• Sensors 18%
• Ethanol 17%
• Hazards 15%
• Data acquisition 15%
• Capacitors 14%

Chemical Compounds

• Volatile Organic Compound 74%
• Graphene 50%
• Octane 37%
• Hexanal 24%
• Hazardous Substance 20%
• Gas 18%
• Capacitor 18%
• Toluene 13%
• Ethyl 12%
• Food 12%
• Ethanol 11%
• Application 5%