Applications of graphene in five senses, nervous system, and artificial muscles

J Pang, S Peng, C Hou, H Zhao, Y Fan, C Ye… - ACS …, 2023 - ACS Publications
Graphene remains of great interest in biomedical applications because of biocompatibility.
Diseases relating to human senses interfere with life satisfaction and happiness. Therefore …

Where nanosensors meet machine learning: Prospects and challenges in detecting Disease X

YX Leong, EX Tan, SX Leong, CS Lin Koh… - ACS …, 2022 - ACS Publications
Disease X is a hypothetical unknown disease that has the potential to cause an epidemic or
pandemic outbreak in the future. Nanosensors are attractive portable devices that can swiftly …

[HTML][HTML] Recent advances in technologies toward the development of 2D materials-based electronic noses

A Parichenko, S Huang, J Pang, B Ibarlucea… - TrAC Trends in …, 2023 - Elsevier
Inspired by biological noses, their electronic counterparts ie e-noses are designed to imitate
them by detecting and identifying surrounding gases and volatile compounds through the …

Metal oxide-based gas sensor array for VOCs determination in complex mixtures using machine learning

S Singh, SS, P Varma, G Sreelekha, C Adak… - Microchimica Acta, 2024 - Springer
Detection of volatile organic compounds (VOCs) from the breath is becoming a viable route
for the early detection of diseases non-invasively. This paper presents a sensor array of 3 …

[HTML][HTML] Machine learning-enabled graphene-based electronic olfaction sensors and their olfactory performance assessment

S Huang, A Croy, AL Bierling, V Khavrus… - Applied Physics …, 2023 - pubs.aip.org
Olfaction is an evolutionary old sensory system, which provides sophisticated access to
information about our surroundings. In particular, detecting the volatile organic compounds …

Machine learning assisted enhancement in a two-dimensional Material's sensing performance

S Das, H Mazumdar, KR Khondakar… - ACS Applied Nano …, 2024 - ACS Publications
Two-dimensional (2D) materials have shown a dramatic increase in use in recent years due
to their exceptional characteristics, which make them perfect for a wide range of sensing …

Comparison of machine learning algorithms for natural gas identification with mixed potential electrochemical sensor arrays

N Ma, S Halley, K Ramaiyan, F Garzon… - ECS Sensors Plus, 2023 - iopscience.iop.org
Mixed-potential electrochemical sensor arrays consisting of indium tin oxide (ITO), La 0.87
Sr 0.13 CrO 3, Au, and Pt electrodes can detect the leaks from natural gas infrastructure …

[HTML][HTML] New silicon-based micro-electro-mechanical systems for photo-acoustic trace-gas detection

J Pelini, SD Russo, IL Garcia, MC Canino, A Roncaglia… - Photoacoustics, 2024 - Elsevier
The achievable sensitivity level of photo-acoustic trace-gas sensors essentially depends on
the performances of the acoustic transducer. In this work, the mechanical response of …

Selective Identification of Hazardous Gases Using Flexible, Room-Temperature Operable Sensor Array Based on Reduced Graphene Oxide and Metal Oxide …

DB Moon, A Bag, HH Chouhdry, SJ Hong, NE Lee - ACS sensors, 2024 - ACS Publications
Selective detection and monitoring of hazardous gases with similar properties are highly
desirable to ensure human safety. The development of flexible and room-temperature (RT) …

[HTML][HTML] The future ahead gas sensing with two-dimensional materials

L Ottaviano, D Mastrippolito - Applied Physics Letters, 2023 - pubs.aip.org
The state of the art of the literature on two-dimensional (2D) materials currently used in
conductometric and transistor-type gas sensing devices is here illustrated, followed by a …