ReviewMicromachines2022
Graphene as a Piezoresistive Material in Strain Sensing Applications.
Review in Micromachines, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed.
- From Sensing Mechanisms to System Co-Design: Graphene-Based Sensors and Readout Circuits.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- The Application of Flexible Graphene Field-Effect Transistor Sensors in Multidimensional Biosensing and Precision Medicine.Materials (Basel, Switzerland) · 2026Review
- Simulation and Analysis of a Silicon Membrane-Supported Beam-Island Diaphragm for Graphene Piezoresistive MEMS Microphones in High-SPL Acoustic Sensing.Micromachines · 2026Article
- A Self-Powered Vibration Sensing System for High-Voltage Transmission Lines with Equipotential Connections.Sensors (Basel, Switzerland) · 2026Article
- Progress in Strain Engineering of 2D-Integrated Heterostructures for Ultrasensitive Sensors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- From Fixed-Frequency to Tunable: Advances in Acoustic Sensors for Physiological Acoustic Monitoring.Sensors (Basel, Switzerland) · 2026Review
- Portable electronic devices for mechanotherapy and operative treatment of osteoarthritis.Mechanobiology in medicine · 2026Review
- Highly Sensitive and Stretchable Strain Sensors Based on Conductive Elastomer Composites.ACS polymers Au · 2026Article
- Breaking the snapshot barrier: electrochemical biosensors for real-time in-vivo abscisic acid (ABA) tracking in dynamic environments.Mikrochimica acta · 2026Review
- Strain-Sensitive Thermochromic Smart Electronic Skin for Joint and Spine Healthcare Applications.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Graphene-Based Biosensors: Enabling the Next Generation of Diagnostic Technologies-A Review.Biosensors · 2025Review
- Application of Carbon Nanotube-Based Elastomeric Matrix for Capacitive Sensing in Diabetic Foot Orthotics.Micromachines · 2025Article
- Recent Advancements in Rubber Composites for Physical Activity Monitoring Sensors: A Critical Review.Polymers · 2025Review
- Recent Developments and Applications of Tactile Sensors with Biomimetic Microstructures.Biomimetics (Basel, Switzerland) · 2025Review
- Broadband Graphene-PbS Heterostructure Photodetector with High Responsivity.Nanomaterials (Basel, Switzerland) · 2025Article
- Graphene MEMS and NEMS.Microsystems & nanoengineering · 2024Review
- Sensing with Thermally Reduced Graphene Oxide under Repeated Large Multi-Directional Strain.Sensors (Basel, Switzerland) · 2024Article
- Modeling and Simulation of Graphene-Based Transducers in NEMS Accelerometers.Micromachines · 2024Article
- Graphene-integrated mesh electronics with converged multifunctionality for tracking multimodal excitation-contraction dynamics in cardiac microtissues.Nature communications · 2024Article
- Intelligent, Flexible Artificial Throats with Sound Emitting, Detecting, and Recognizing Abilities.Sensors (Basel, Switzerland) · 2024Review
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
High accuracy measurement of mechanical strain is critical and broadly practiced in several application areas including structural health monitoring, industrial process control, manufacturing, avionics and the automotive industry, to name a few. Strain sensors, otherwise known as strain gauges, are fueled by various nanomaterials, among which graphene has attracted great interest in recent years, due to its unique electro-mechanical characteristics. Graphene shows not only exceptional physical properties but also has remarkable mechanical properties, such as piezoresistivity, which makes it a perfect candidate for strain sensing applications. In the present review, we provide an in-depth overview of the latest studies focusing on graphene and its strain sensing mechanism along with various applications. We start by providing a description of the fundamental properties, synthesis techniques and characterization methods of graphene, and then build forward to the discussion of numerous types of graphene-based strain sensors with side-by-side tabular comparison in terms of figures-of-merit, including strain range and sensitivity, otherwise referred to as the gauge factor. We demonstrate the material synthesis, device fabrication and integration challenges for researchers to achieve both wide strain range and high sensitivity in graphene-based strain sensors. Last of all, several applications of graphene-based strain sensors for different purposes are described. All in all, the evolutionary process of graphene-based strain sensors in recent years, as well as the upcoming challenges and future directions for emerging studies are highlighted.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.