Evidence map›Paper›PMID 40397515›Full record

ReviewNano letters2025

Optofluidic Force Induction: A Workbench for Nanoparticle Characterization and Material Analytics.

Marko Šimić, Christian Neuper, Raphael Hauer, Karin Grießmair, Christian Hill, Ulrich Hohenester

Abstract readReview
In one paragraph

Review in Nano letters, 2025. 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. Review
  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

6 authors.

Marko ŠimićInstitute of Physics, University of Graz, Universitätsplatz 5, 8010 Graz, Austria.ORCID 0000-0002-2230-5396
Christian NeuperBrave Analytics GmbH, 8010 Graz, Austria.
Raphael HauerInstitute of Physics, University of Graz, Universitätsplatz 5, 8010 Graz, Austria.
Karin GrießmairBrave Analytics GmbH, 8010 Graz, Austria.
Christian HillBrave Analytics GmbH, 8010 Graz, Austria.
Ulrich HohenesterInstitute of Physics, University of Graz, Universitätsplatz 5, 8010 Graz, Austria.ORCID 0000-0001-8929-2086

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nanoparticle characterization in dispersion lies at the heart of modern research and industry, which is transitioning from batch-wise to continuous production. In many cases, manufacturers of nanoparticle-based products must comply with prescribed regulations and rely on precise knowledge and control of critical process parameters that directly affect the quality of a final product. In this Mini Review, we present Optofluidic Force Induction (OF2i) as a workbench for real-time nanoparticle characterization with single-particle sensitivity and high throughput. We discuss its underlying physical principles and demonstrate its capability for online process analytics and correlative particle analysis based on industrially relevant and complex samples. We elaborate on recent achievements and ongoing developments and discuss challenges and possible directions for future research. Our results prove that the correlative OF2i approach paves the way for a broad range of applications and opens up new avenues in both industry and research.

Indexed as

Nanoparticle characterizationOptofluidic force inductionRamanRayleigh Scattering

Identifiers

PMID40397515
PMCPMC12142671

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.