Evidence map›Paper›PMID 42845863›Full record

ArticleNanophotonics (Berlin, Germany)2026

Development of a Lensless Compact Optical System for Ultrasensitive Nanomaterial Detection in Liquid Media via Exploiting Multiple Light Scattering.

Jeonggyo Kim, Youngsoo Kim, Jun-Won Kook, Hae-Nam Choi, Kyoungman Cho, In-Hwan Lee, Jongkook Hwang, Sungju Yu, Chung-Yul Yoo, Jonghee Yoon

Abstract read
In one paragraph

Article in Nanophotonics (Berlin, Germany), 2026. 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

10 authors.

Jeonggyo KimDepartment of Energy Systems Research Ajou University Suwon South Korea.
Youngsoo KimAjou Energy Science Research Center Ajou University Suwon South Korea.
Jun-Won KookAjou Energy Science Research Center Ajou University Suwon South Korea.ORCID https://orcid.org/0000-0002-4415-3514
Hae-Nam ChoiDepartment of Energy Systems Research Ajou University Suwon South Korea.
Kyoungman ChoThe Wave Talk. Inc. Daejeon South Korea.
In-Hwan LeeDepartment of Chemistry Ajou University Suwon South Korea.
Jongkook HwangDepartment of Energy Systems Research Ajou University Suwon South Korea.ORCID https://orcid.org/0000-0003-0953-8272
Sungju YuDepartment of Energy Systems Research Ajou University Suwon South Korea.ORCID https://orcid.org/0000-0003-0065-7486
Chung-Yul YooDepartment of Energy Systems Research Ajou University Suwon South Korea.ORCID https://orcid.org/0000-0002-9175-2229
Jonghee YoonDepartment of Energy Systems Research Ajou University Suwon South Korea.ORCID https://orcid.org/0000-0003-3886-2792

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate detection of nanoparticles in liquids is essential across drug delivery, diagnostics, and environmental monitoring. Dynamic light scattering (DLS), the current gold-standard technique, relies on single-scattering events and requires prior knowledge of sample temperature and optical properties, limiting its sensitivity at low particle concentrations and increasing system cost and complexity. Here, we present a lensless, cost-effective speckle-based method that exploits multiple light scattering to overcome these limitations. A custom-machined aluminum sample holder uniformly illuminates the entire sample volume with a randomized coherent light field via repeated diffuse reflections. Subtle nanoparticle motions modulate the phase of the scattered light, producing time-varying speckle patterns captured by a CMOS camera without any imaging optics. Temporal correlation analysis of the speckle time series quantifies nanoparticle dynamics without requiring prior sample information. The method detects nanoparticles at concentrations as low as 10

Indexed as

laser speckle imagingmultiple light scatteringnanoparticlesensor

Identifiers

PMID42845863
PMCPMC13642118

What Socratic holds

Textmetadata
Read underepoch 390

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 Socratic graph.