Evidence map›Paper›PMID 41484322›Full record

ArticleScientific reports2026

CFD simulation and experimental investigation of a novel swirling jet induced cavitation reactor for methyl orange decolorization.

Mohammad Poorbaba, Mansooreh Soleimani

Abstract read
In one paragraph

Article in Scientific reports, 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

2 authors.

Mohammad PoorbabaDepartment of Chemical Engineering, Amirkabir University of Technology (Tehran Polytechnic), No.350, Hafez Ave, PO Box: 1591634311, Tehran, Iran.
Mansooreh SoleimaniDepartment of Chemical Engineering, Amirkabir University of Technology (Tehran Polytechnic), No.350, Hafez Ave, PO Box: 1591634311, Tehran, Iran. soleimanim@aut.ac.ir.

Funding

Iran National Science Foundation 98025289
6 · The paper itself

Abstract

In this work, a novel design of a swirling jet-induced cavitation reactor (SJCR) was introduced, simulated by computational fluid dynamics (CFD), constructed, and implemented to decolorize the methyl orange (MO) dye in a pilot scale setup. According to the simulation results, the maximum velocity magnitude 41.4 m s

Indexed as

Advanced oxidationComputational fluid dynamicsDecolorizationFentonHydrodynamic cavitationSwirling jet

Identifiers

PMID41484322
PMCPMC12852758

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.