Chemical Gas Sensors: Recent Developments, Challenges, and the Potential of Machine Learning—A Review

Highly Selective Gas Sensors Based on Graphene Nanoribbons Grown by Chemical Vapor Deposition

(2020) Mikhail Shekhirev et al.   ACS Applied Materials & Interfaces

Pentagram-Shaped Ag@Pt Core–Shell Nanostructures as High-Performance Catalysts for Formaldehyde Detection

(2020) Dongsheng Xu et al.   ACS Applied Materials & Interfaces

Transition metal dichalcogenides-based flexible gas sensors

(2020) Rahul Kumar et al.   SENSORS AND ACTUATORS A-PHYSICAL

First-Principles Insight Into Au-Doped MoS2 for Sensing C2H6 and C2H4

(2020) Guochao Qian et al.   Frontiers in Materials

Environmental and Health Impacts of Air Pollution: A Review

(2020) Ioannis Manisalidis et al.   Frontiers in Public Health

Oxygen Vacancies Enabled Porous SnO2 Thin Films for Highly Sensitive Detection of Triethylamine at Room Temperature

(2020) Yongshan Xu et al.   ACS Applied Materials & Interfaces

Selective Detection of Target Volatile Organic Compounds in Contaminated Air Using Sensor Array with Machine Learning: Aging Notes and Mold Smells in Simulated Automobile Interior Contaminant Gases

(2020) Toshio Itoh et al.   SENSORS

Fast hydrogenation and dehydrogenation of Pd-Mg bimetal capped Ti nanoparticles layer deposited on Si substrate

(2020) Md Habibur Rahaman et al.   SENSORS AND ACTUATORS B-CHEMICAL

An electronic nose using a single graphene FET and machine learning for water, methanol, and ethanol

(2020) Takeshi Hayasaka et al.   Microsystems & Nanoengineering

Single resistive sensor for selective detection of multiple VOCs employing SnO2 hollowspheres and machine learning algorithm: A proof of concept

(2020) Snehanjan Acharyya et al.   SENSORS AND ACTUATORS B-CHEMICAL

Enhanced NO2-Sensing Properties of Au-Loaded Porous In2O3 Gas Sensors at Low Operating Temperatures

(2020) Taro Ueda et al.   Chemosensors

Synergistic Effects in Gas Sensing Semiconducting Oxide Nano-Heterostructures: a Review

(2019) Janine Walker et al.   SENSORS AND ACTUATORS B-CHEMICAL

Highly sensitive two-dimensional MoS 2 gas sensor decorated with Pt nanoparticles

(2019) Jaeseo Park et al.   Royal Society Open Science

An acetone gas sensor based on nanosized Pt-loaded Fe2O3 nanocubes

(2019) Shendan Zhang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Selective gas sensor based on one single SnO2 nanowire

(2019) Matteo Tonezzer   SENSORS AND ACTUATORS B-CHEMICAL

Fabrication of heterostructured p-CuO/n-SnO2 core-shell nanowires for enhanced sensitive and selective formaldehyde detection

(2019) Li-Yuan Zhu et al.   SENSORS AND ACTUATORS B-CHEMICAL

Rationally designed mesoporous In2O3 nanofibers functionalized Pt catalysts for high-performance acetone gas sensors

(2019) Wei Liu et al.   SENSORS AND ACTUATORS B-CHEMICAL

Three-Dimensional-Structured Boron- and Nitrogen-Doped Graphene Hydrogel Enabling High-Sensitivity NO2 Detection at Room Temperature

(2019) Jin Wu et al.   ACS Sensors

Review of Carbon and Graphene Quantum Dots for Sensing

(2019) Meixiu Li et al.   ACS Sensors

Chemiresistive Sensor Array and Machine Learning Classification of Food

(2019) Vera Schroeder et al.   ACS Sensors

Adsorption of H2O molecule on TM (Au, Ag) doped-MoS2 monolayer: A first-principles study

(2019) Jingxuan Wang et al.   PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES

Review on Smart Gas Sensing Technology

(2019) Shaobin Feng et al.   SENSORS

Conduction mechanisms in one dimensional core-shell nanostructures for gas sensing: A review

(2019) Priyanka Karnati et al.   SENSORS AND ACTUATORS B-CHEMICAL

An Innovative Modular eNose System Based on a Unique Combination of Analog and Digital Metal Oxide Sensors

(2019) Carsten Jaeschke et al.   ACS Sensors

A Machine-Learning Assisted Sensor for Chemo-Physical Dual Sensing Based on Ion-Sensitive Field-Effect Transistor Architecture

(2019) Wei-En Hsu et al.   IEEE SENSORS JOURNAL

A review on WO3 based gas sensors: Morphology control and enhanced sensing properties

(2019) Chengjun Dong et al.   JOURNAL OF ALLOYS AND COMPOUNDS

A review on recent progress of p-type nickel oxide based gas sensors: Future perspectives

(2019) Teboho P. Mokoena et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Pore-Size-Tuned Graphene Oxide Membrane as a Selective Molecular Sieving Layer: Toward Ultraselective Chemiresistors

(2019) Ji-Soo Jang et al.   ANALYTICAL CHEMISTRY

A first-principle investigation of NO2 adsorption behavior on Co, Rh, and Ir-embedded graphitic carbon nitride: Looking for highly sensitive gas sensor

(2019) Hadi Basharnavaz et al.   PHYSICS LETTERS A

Role of Oxygen Vacancies in Nanostructured Metal-Oxide Gas Sensors: A Review

(2019) Mohamad Al-Hashem et al.   SENSORS AND ACTUATORS B-CHEMICAL

Ultraselective Toluene-Gas Sensor: Nanosized Gold Loaded on Zinc Oxide Nanoparticles

(2018) Koichi Suematsu et al.   ANALYTICAL CHEMISTRY

Recent Developments in 2D Nanomaterials for Chemiresistive-Type Gas Sensors

(2018) Seon-Jin Choi et al.   Electronic Materials Letters

3R TaS2 Surpasses the Corresponding 1T and 2H Phases for the Hydrogen Evolution Reaction

(2018) Yu Feng et al.   Journal of Physical Chemistry C

Semiconductor metal oxide gas sensors: A review

(2018) Ananya Dey   Materials Science and Engineering B-Advanced Functional Solid-State Materials

A review on chemiresistive room temperature gas sensors based on metal oxide nanostructures, graphene and 2D transition metal dichalcogenides

(2018) Nirav Joshi et al.   MICROCHIMICA ACTA

Pt decorated MoS2 nanoflakes for ultrasensitive resistive humidity sensor

(2018) Debasree Burman et al.   NANOTECHNOLOGY

High-sensitivity and fast-response hydrogen sensor for safety application using Pt nanoparticle-decorated 3D graphene

(2018) Duy-Thach Phan et al.   RENEWABLE ENERGY

3D Architectured Graphene/Metal Oxide Hybrids for Gas Sensors: A Review

(2018) Yi Xia et al.   SENSORS

Multi-component optical sensing of high temperature gas streams using functional oxide integrated silica based optical fiber sensors

(2018) Miaolei Yan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Semiconductor metal oxide gas sensors: A review

(2018) Ananya Dey   Materials Science and Engineering B-Advanced Functional Solid-State Materials

A review on optical fiber sensors for environmental monitoring

(2018) Hang-Eun Joe et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

Prospects and Challenges of Volatile Organic Compound Sensors in Human Healthcare

(2018) Ahmed H. Jalal et al.   ACS Sensors

“Metal oxide -based heterostructures for gas sensors”- A review

(2018) Dario Zappa et al.   ANALYTICA CHIMICA ACTA

A Review on сhemiresistive gas sensors based on Carbon Nanotubes: Device and Technology transformation

(2018) Sunil Kumar et al.   SENSORS AND ACTUATORS A-PHYSICAL

Selective discrimination of hazardous gases using one single metal oxide resistive sensor

(2018) Matteo Tonezzer et al.   SENSORS AND ACTUATORS B-CHEMICAL

Bimetal PdAu decorated SnO2 nanosheets based gas sensor with temperature-dependent dual selectivity for detecting formaldehyde and acetone

(2018) Gaojie Li et al.   SENSORS AND ACTUATORS B-CHEMICAL

Machine-Learning Identification of the Sensing Descriptors Relevant in Molecular Interactions with Metal Nanoparticle-Decorated Nanotube Field-Effect Transistors

(2018) Long Bian et al.   ACS Applied Materials & Interfaces

Size and Shape Effect of Gold Nanoparticles in “Far-Field” Surface Plasmon Resonance

(2018) Yiqi Zhuang et al.   PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION

Fast Hydrogenation and Dehydrogenation of Pt/Pd Bimetal Decorated over Nano-Structured Ag Islands Grown on Alumina Substrates

(2018) Md Rahaman et al.   SENSORS

Two-Dimensional Transition Metal Dichalcogenides and Metal Oxide Hybrids for Gas Sensing

(2018) Eunji Lee et al.   ACS Sensors

Ionic Liquid-Carbon Nanotube Sensor Arrays for Human Breath Related Volatile Organic Compounds

(2018) Chan Ho Park et al.   ACS Sensors

Electronic Noses: From Advanced Materials to Sensors Aided with Data Processing

(2018) Wenwen Hu et al.   Advanced Materials Technologies

Performance of artificial neural networks and linear models to quantify 4 trace gas species in an oil and gas production region with low-cost sensors

(2018) Joanna Gordon Casey et al.   SENSORS AND ACTUATORS B-CHEMICAL

Predictive gas sensor based on thermal fingerprints from Pt-SnO2 nanowires

(2018) Matteo Tonezzer et al.   SENSORS AND ACTUATORS B-CHEMICAL

Review—Electrochemical NO x Gas Sensors Based on Stabilized Zirconia

(2017) Tao Liu et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Selective Detection of Target Volatile Organic Compounds in Contaminated Humid Air Using a Sensor Array with Principal Component Analysis

(2017) Toshio Itoh Takafumi Akamatsu et al.   SENSORS

Surface Acoustic Wave (SAW) for Chemical Sensing Applications of Recognition Layers

(2017) Adnan Mujahid et al.   SENSORS

Room-temperature gas sensing of ZnO-based gas sensor: A review

(2017) Ling Zhu et al.   SENSORS AND ACTUATORS A-PHYSICAL

STEM-Cathodoluminescence of SnO 2 nanowires and powders

(2017) Derek R. Miller et al.   SENSORS AND ACTUATORS B-CHEMICAL

Adsorption sensitivity of metal atom decorated bilayer graphene toward toxic gas molecules (CO, NO, SO 2 and HCN)

(2017) Yanan Tang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Au Decorated ZnO hierarchical architectures: Facile synthesis, tunable morphology and enhanced CO detection at room temperature

(2017) S. Arunkumar et al.   SENSORS AND ACTUATORS B-CHEMICAL

High-performance reduced graphene oxide-based room-temperature NO 2 sensors: A combined surface modification of SnO 2 nanoparticles and nitrogen doping approach

(2017) Ziying Wang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Amperometric Gas Sensors as a Low Cost Emerging Technology Platform for Air Quality Monitoring Applications: A Review

(2017) Ronan Baron et al.   ACS Sensors

Fast Surface Acoustic Wave-Based Sensors to Investigate the Kinetics of Gas Uptake in Ultra-Microporous Frameworks

(2017) Benjamin Paschke et al.   ACS Sensors

A novel gas sensor based on Ag/Fe 2 O 3 core-shell nanocomposites

(2016) Ali Mirzaei et al.   CERAMICS INTERNATIONAL

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Both oxygen vacancies defects and porosity facilitated NO 2 gas sensing response in 2D ZnO nanowalls at room temperature

(2016) Lingmin Yu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Highly selective NH 3 gas sensor based on Au loaded ZnO nanostructures prepared using microwave-assisted method

(2016) K. Shingange et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Reduced graphene oxide (rGO) decorated TiO 2 microspheres for selective room-temperature gas sensors

(2016) Xiaogan Li et al.   SENSORS AND ACTUATORS B-CHEMICAL

A high-performance flexible NO2 sensor based on WO3 NPs decorated on MWCNTs and RGO hybrids on PI/PET substrates

(2016) Usman Yaqoob et al.   SENSORS AND ACTUATORS B-CHEMICAL

Foldable hydrogen sensor using Pd nanocubes dispersed into multiwall carbon nanotubes-reduced graphene oxide network assembled on nylon filter membrane

(2016) Usman Yaqoob et al.   SENSORS AND ACTUATORS B-CHEMICAL

Nanostructured TiO2-based gas sensors with enhanced sensitivity to reducing gases

(2016) Wojciech Maziarz et al.   Beilstein Journal of Nanotechnology

Adsorption of CO molecules on doped graphene: A first-principles study

(2016) Weidong Wang et al.   AIP Advances

Facile Approach to Synthesize Au@ZnO Core–Shell Nanoparticles and Their Application for Highly Sensitive and Selective Gas Sensors

(2015) Sanjit Manohar Majhi et al.   ACS Applied Materials & Interfaces

α-Fe2O3 based nanomaterials as gas sensors

(2015) A. Mirzaei et al.   JOURNAL OF MATERIALS SCIENCE-MATERIALS IN ELECTRONICS

Dynamic Nanoparticle-Based Flexible Sensors: Diagnosis of Ovarian Carcinoma from Exhaled Breath

(2015) Nicole Kahn et al.   NANO LETTERS

Electronic Nose Feature Extraction Methods: A Review

(2015) Jia Yan et al.   SENSORS

Recent advances in graphene based gas sensors

(2015) Seba S. Varghese et al.   SENSORS AND ACTUATORS B-CHEMICAL

First-principles study of group V and VII impurities in SnS2

(2015) Congxin Xia et al.   SUPERLATTICES AND MICROSTRUCTURES

Ultrahigh sensitivity and layer-dependent sensing performance of phosphorene-based gas sensors

(2015) Shumao Cui et al.   Nature Communications

A Review on Graphene-Based Gas/Vapor Sensors with Unique Properties and Potential Applications

(2015) Tao Wang et al.   Nano-Micro Letters

A Review on Graphene-Based Gas/Vapor Sensors with Unique Properties and Potential Applications

(2015) Tao Wang et al.   Nano-Micro Letters

Chemical Discrimination with an Unmodified Graphene Chemical Sensor

(2015) Eric C. Nallon et al.   ACS Sensors

Ultrasensitive Hydrogen Sensor Based on Pt-Decorated WO3 Nanorods Prepared by Glancing-Angle dc Magnetron Sputtering

(2014) M. Horprathum et al.   ACS Applied Materials & Interfaces

Fully Printed, Rapid-Response Sensors Based on Chemically Modified Graphene for Detecting NO2 at Room Temperature

(2014) Lei Huang et al.   ACS Applied Materials & Interfaces

Solid-state gas sensors for breath analysis: A review

(2014) Corrado Di Natale et al.   ANALYTICA CHIMICA ACTA

Mechanism of NOx sensing on WO3 surface: First principle calculations

(2014) Lama Saadi et al.   APPLIED SURFACE SCIENCE

Ce-doped ZnO nanorods based low operation temperature NO2 gas sensors

(2014) Chi-Jung Chang et al.   CERAMICS INTERNATIONAL

Ultrasensitive Silicon Nanowire for Real-World Gas Sensing: Noninvasive Diagnosis of Cancer from Breath Volatolome

(2014) Nisreen Shehada et al.   NANO LETTERS

Artificial Sensing Intelligence with Silicon Nanowires for Ultraselective Detection in the Gas Phase

(2014) Bin Wang et al.   NANO LETTERS

SnO2: A comprehensive review on structures and gas sensors

(2014) Soumen Das et al.   PROGRESS IN MATERIALS SCIENCE

Enhanced Ethanol Gas Sensing Properties of SnO2-Core/ZnO-Shell Nanostructures

(2014) T. Tharsika et al.   SENSORS

Gas Sensors Based on Semiconducting Nanowire Field-Effect Transistors

(2014) Ping Feng et al.   SENSORS

Nanoscale metal oxide-based heterojunctions for gas sensing: A review

(2014) Derek R. Miller et al.   SENSORS AND ACTUATORS B-CHEMICAL

Au@ZnO core–shell structure for gaseous formaldehyde sensing at room temperature

(2014) Feng-Chao Chung et al.   SENSORS AND ACTUATORS B-CHEMICAL

A novel Pd nanocube–graphene hybrid for hydrogen detection

(2014) Duy-Thach Phan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Sensing Behavior of Atomically Thin-Layered MoS2 Transistors

(2013) Dattatray J. Late et al.   ACS Nano

Carbon Quantum Dot-Functionalized Aerogels for NO2 Gas Sensing

(2013) Ruixue Wang et al.   ANALYTICAL CHEMISTRY

Study on Ni-doped ZnO films as gas sensors

(2013) A.P. Rambu et al.   APPLIED SURFACE SCIENCE

Drift Compensation for Electronic Nose by Semi-Supervised Domain Adaption

(2013) Qihe Liu et al.   IEEE SENSORS JOURNAL

Competitive influence of grain size and crystallinity on gas sensing performances of ZnO nanofibers

(2013) Akash Katoch et al.   SENSORS AND ACTUATORS B-CHEMICAL

Porous 3D graphene-based bulk materials with exceptional high surface area and excellent conductivity for supercapacitors

(2013) Long Zhang et al.   Scientific Reports

Mechanism enhancing gas sensing and first-principle calculations of Al-doped ZnO nanostructures

(2013) Shouli Bai et al.   Journal of Materials Chemistry A

Adsorption of gas molecules on monolayer MoS2 and effect of applied electric field

(2013) Qu Yue et al.   Nanoscale Research Letters

Focusing on Energy and Optoelectronic Applications: A Journey for Graphene and Graphene Oxide at Large Scale

(2012) Xiangjian Wan et al.   ACCOUNTS OF CHEMICAL RESEARCH

Selective Diagnosis of Diabetes Using Pt-Functionalized WO3 Hemitube Networks As a Sensing Layer of Acetone in Exhaled Breath

(2012) Seon-Jin Choi et al.   ANALYTICAL CHEMISTRY

Recovery improvement of graphene-based gas sensors functionalized with nanoscale heterojunctions

(2012) Il-Suk Kang et al.   APPLIED PHYSICS LETTERS

Quantum Size Effects on the Chemical Sensing Performance of Two-Dimensional Semiconductors

(2012) Junghyo Nah et al.   Journal of Physical Chemistry C

Multiclass classification of n-butanol concentrations with k-nearest neighbor algorithm and support vector machine in an electronic nose

(2012) Selda Güney et al.   SENSORS AND ACTUATORS B-CHEMICAL

Synthesis of flower-like ZnO microstructures for gas sensor applications

(2012) Prabhakar Rai et al.   SENSORS AND ACTUATORS B-CHEMICAL

Hydrogen sensors – A review

(2011) T. Hübert et al.   SENSORS AND ACTUATORS B-CHEMICAL

Detection of lung, breast, colorectal and prostate cancers from exhaled breath using a single array of nanosensors

(2010) G Peng et al.   BRITISH JOURNAL OF CANCER

Online Drift Compensation for Chemical Sensors Using Estimation Theory

(2010) Michael J Wenzel et al.   IEEE SENSORS JOURNAL

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Metal Oxide Semi-Conductor Gas Sensors in Environmental Monitoring

(2010) George F. Fine et al.   SENSORS

Drift compensation of gas sensor array data by Orthogonal Signal Correction

(2009) M. Padilla et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Diagnosing lung cancer in exhaled breath using gold nanoparticles

(2009) Gang Peng et al.   Nature Nanotechnology

Carbon nanotubes based transistors as gas sensors: State of the art and critical review

(2009) Paolo Bondavalli et al.   SENSORS AND ACTUATORS B-CHEMICAL

Drift compensation of gas sensor array data by common principal component analysis

(2009) A. Ziyatdinov et al.   SENSORS AND ACTUATORS B-CHEMICAL

Shape-dependent plasmon resonances of Ag nanostructures

(2009) Emanuela Filippo et al.   SUPERLATTICES AND MICROSTRUCTURES

Chemiresistive Sensing of Volatile Organic Compounds with Films of Surfactant-Stabilized Gold and Gold−Silver Alloy Nanoparticles

(2008) Francisco J. Ibañez et al.   ACS Nano

Electronic Nose:  Current Status and Future Trends

(2008) Frank Röck et al.   CHEMICAL REVIEWS

Formaldehyde sensor based on Ni-doped tetrapod-shaped ZnO nanopowder induced by external magnetic field

(2008) Zikui Bai et al.   PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES