Evidence map›Paper›PMID 40711254›Full record

ReviewNanomaterials (Basel, Switzerland)2025

Glancing Angle Deposition in Gas Sensing: Bridging Morphological Innovations and Sensor Performances.

Shivam Singh, Kenneth Christopher Stiwinter, Jitendra Pratap Singh, Yiping Zhao

Abstract readReview
In one paragraph

Review in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Shivam SinghDepartment of Physics, Indian Institute of Technology Delhi, Hauz Khas, New Delhi 110016, India.ORCID 0009-0009-2200-5711
Kenneth Christopher StiwinterDepartment of Physics and Astronomy, The University of Georgia, Athens, GA 30602, USA.
Jitendra Pratap SinghDepartment of Physics, Indian Institute of Technology Delhi, Hauz Khas, New Delhi 110016, India.
Yiping ZhaoDepartment of Physics and Astronomy, The University of Georgia, Athens, GA 30602, USA.ORCID 0000-0002-3710-4159

Funding

United States Department of Energy US DOE DE-EE0010742
6 · The paper itself

Abstract

Glancing Angle Deposition (GLAD) has emerged as a versatile and powerful nanofabrication technique for developing next-generation gas sensors by enabling precise control over nanostructure geometry, porosity, and material composition. Through dynamic substrate tilting and rotation, GLAD facilitates the fabrication of highly porous, anisotropic nanostructures, such as aligned, tilted, zigzag, helical, and multilayered nanorods, with tunable surface area and diffusion pathways optimized for gas detection. This review provides a comprehensive synthesis of recent advances in GLAD-based gas sensor design, focusing on how structural engineering and material integration converge to enhance sensor performance. Key materials strategies include the construction of heterojunctions and core-shell architectures, controlled doping, and nanoparticle decoration using noble metals or metal oxides to amplify charge transfer, catalytic activity, and redox responsiveness. GLAD-fabricated nanostructures have been effectively deployed across multiple gas sensing modalities, including resistive, capacitive, piezoelectric, and optical platforms, where their high aspect ratios, tailored porosity, and defect-rich surfaces facilitate enhanced gas adsorption kinetics and efficient signal transduction. These devices exhibit high sensitivity and selectivity toward a range of analytes, including NO

Indexed as

gas sensorsglancing angle deposition (GLAD)heterojunctionsnanostructured thin filmsnoble metal decorationsurface functionalization

Identifiers

PMID40711254
PMCPMC12298536

What OpenQuestion holds

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Registered trials

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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.