Evidence map›Paper›PMID 36921059›Full record

ArticleScience advances2023

Beating thermal noise in a dynamic signal measurement by a nanofabricated cavity optomechanical sensor.

Mingkang Wang, Diego J Perez-Morelo, Georg Ramer, Georges Pavlidis, Jeffrey J Schwartz, Liya Yu, Robert Ilic, Andrea Centrone, Vladimir A Aksyuk

Abstract read
In one paragraph

Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

9 authors.

Mingkang WangMicrosystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0003-0418-4284
Diego J Perez-MoreloMicrosystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0001-5914-5392
Georg RamerInstitute for Research in Electronics and Applied Physics, University of Maryland, College Park, MD 20742, USA.ORCID 0000-0001-8307-5435
Georges PavlidisNanoscale Devices Characterization Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0002-3471-3709
Jeffrey J SchwartzInstitute for Research in Electronics and Applied Physics, University of Maryland, College Park, MD 20742, USA.ORCID 0000-0003-1544-1901
Liya YuCenter for Nanoscale Science and Technology, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.
Robert IlicCenter for Nanoscale Science and Technology, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0003-2504-4045
Andrea CentroneNanoscale Devices Characterization Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0002-2919-3366
Vladimir A AksyukMicrosystems and Nanotechnology Division, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.ORCID 0000-0002-9653-4722

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thermal fluctuations often impose both fundamental and practical measurement limits on high-performance sensors, motivating the development of techniques that bypass the limitations imposed by thermal noise outside cryogenic environments. Here, we theoretically propose and experimentally demonstrate a measurement method that reduces the effective transducer temperature and improves the measurement precision of a dynamic impulse response signal. Thermal noise-limited, integrated cavity optomechanical atomic force microscopy probes are used in a photothermal-induced resonance measurement to demonstrate an effective temperature reduction by a factor of ≈25, i.e., from room temperature down as low as ≈12 K, without cryogens. The method improves the experimental measurement precision and throughput by >2×, approaching the theoretical limit of ≈3.5× improvement for our experimental conditions. The general applicability of this method to dynamic measurements leveraging thermal noise-limited harmonic transducers will have a broad impact across a variety of measurement platforms and scientific fields.

Identifiers

PMID36921059
PMCPMC10017032

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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.