Evidence map›Paper›PMID 40634563›Full record

ArticleMikrochimica acta2025

Individual optical multi-gas sensors as next generation second-order unobtrusive and continuous operation analytical instruments.

Radislav A Potyrailo, Shiyao Shan, Baokai Cheng

Abstract read
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In one paragraph

Article in Mikrochimica acta, 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

3 authors.

Radislav A PotyrailoGE Vernova Advanced Research, 1 Research Circle, Niskayuna, NY, 12309, USA. potyrailo@ge.com.
Shiyao ShanGE Vernova Advanced Research, 1 Research Circle, Niskayuna, NY, 12309, USA.
Baokai ChengGE Vernova Advanced Research, 1 Research Circle, Niskayuna, NY, 12309, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Three designs are shown of photonic nanostructured sensors as second-order analytical instruments. In all three designs, the first independent variable in sensor response is optical wavelength across the visible spectral range. The second independent variable is either (i) illumination angle, (ii) light polarization, or (iii) the operation temperature of the sensor. These illustrative designs of second-order gas sensors bring mathematical understanding to boost the multi-gas resolution achieved by individual material-based sensors through the transducer, material design, appropriate excitation conditions, and data analysis. Results presented should inspire new fundamental research and technological innovations in the areas of gas sensors, optics, materials science, nanofabrication, and data analysis. The strategic approach of expanding the dimensionality of the sensor response described will enable next-generation sensors to perform on par with traditional orthogonal-output analytical instruments, but with a continuous real-time data stream and unobtrusive, energy-efficient designs.

Indexed as

Multi-gas sensingPhotonic nanostructureSecond-order individual sensors

Identifiers

What OpenQuestion holds

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Registered trials

None linked

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.