ReviewSmall (Weinheim an der Bergstrasse, Germany)2025
Surface-Engineered 2D Nanomaterials in Gas Sensors: Advancement and Challenges.
Review in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 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
4 citing papers in PubMed.
- Engineering two-dimensional electronic biosensors.Nature reviews electrical engineering · 2026Article
- Au-Decorated WSSensors (Basel, Switzerland) · 2026Article
- Theoretical insights of 2D carbon nitride (CScientific reports · 2026Article
- Surface-Engineered 2D Nanomaterials in Gas Sensors: Advancement and Challenges.Small (Weinheim an der Bergstrasse, Germany) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
2D nanomaterials like transition metal dichalcogenides (TMDs), MXene, nitrides, and black phosphorus-based gas sensors have garnered extensive attention in recent decades. The extra ordinary physicochemical and electrical properties of 2D nanomaterials make them highly sensitive toward gas molecules at room temperature. However, despite their potential, the current gas sensing technology suffers from inadequate selectivity, inaccurate detection and environmental instability. This review provides an overview of recent developments in surface-engineering routes to improve the sensing properties of 2D nanomaterials-based gas sensors. First, it covers emerging 2D nanomaterials, their synthesis routes, and gas-sensing mechanisms. Later on, thoroughly explores renowned surface-engineering strategies such as defect modulation, nanoparticle functionalization, and heteroatom doping to enhance the gas sensing performance. Metal intercalation and partial surface oxidation/reduction approaches are also discussed to tune the sensing characteristics. Furthermore, single-atom catalyst engineering highlights the anchoring of metal atoms on 2D nanomaterials to achieve enhanced atom utilization, leading to better catalytic sensing activities. The engineering techniques introduce effective surface sensitization, modulated carrier concentration in 2D materials. This review outlines the key objectives of surface-engineering strategies to overcome the limitations of hybrid materials and pave the way for next-generation sensors with enhanced sensing performance to impact a wide range of applications.
Indexed as
Identifiers
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.