Evidence map›Paper›PMID 41976759›Full record

ReviewMaterials (Basel, Switzerland)2026

Engineering Design Strategies for Boosting Photocatalytic Activity: Theory-to-Data-Driven Perspective.

Wilian Jesús Pech-Rodríguez, Nihat Ege Şahin, Gladis Guadalupe Suarez-Velázquez

Abstract readReview
In one paragraph

Review in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Decorating SrTiOChemSusChem · 2026
    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

3 authors.

Wilian Jesús Pech-RodríguezDepartment of Master's Program, Engineering Science, Polytechnic University of Victoria, Ciudad Victoria 87138, Tamaulipas, Mexico.ORCID 0000-0001-7048-1856
Nihat Ege ŞahinDepartment of Energy Conversion and Storage, Technical University of Denmark, 2800 Kongens Lyngby, Denmark.ORCID 0000-0002-1389-730X
Gladis Guadalupe Suarez-VelázquezDepartment of Energy Engineering, Polytechnic University of Altamira, Nuevo Libramiento Altamira Km. 3, Santa Amalia, Altamira 89602, Tamaulipas, Mexico.ORCID 0000-0002-9681-8987

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Photocatalysts have emerged as a promising approach for the treatment of contaminated water, particularly for the removal of dyes and pharmaceutical residues that pose risks to human health. In addition, they can be employed for the generation of chemical fuels such as H

Indexed as

dye degradationmachine learning-assisted designmaterials engineeringphotocatalyststheoretical modeling

Identifiers

PMID41976759
PMCPMC13074383

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.