Evidence map›Paper›PMID 41792219›Full record

ArticleScientific reports2026

Cerium and samarium doped TiO

Barkha Sharma, Chandra Mohan, Rakesh Kumar, A K Haritash, Harsha Agrawal

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

5 authors.

Barkha SharmaSchool of Basic & Applied Sciences, K R Mangalam University, Gurugram, 122103, India.
Chandra MohanSchool of Basic & Applied Sciences, K R Mangalam University, Gurugram, 122103, India. gurgaonmohan@yahoo.co.in.
Rakesh KumarDepartment of Applied Sciences, Maharaja Surajmal Institute of Technology, New Delhi, 110032, India.
A K HaritashDepartment of Environmental Engineering, Delhi Technological University, New Delhi, 110042, India.
Harsha AgrawalDepartment of Chemistry, Vidhyadeep University, Surat, 395009, India.

Funding

K R Mangalam University, Gurugram KRMU/ADMIN/SEED/2024-25/43330(B)
6 · The paper itself

Abstract

Crystal Violet is a toxic dye commonly found in wastewater from textile and printing industries. It is harmful to both the environment and human health due to its non-biodegradable and carcinogenic nature. Removing such dyes from water is a major challenge. In this study, we used a process called photocatalysis, where light energy helps to break down harmful chemicals, to degrade Crystal Violet dye. Titanium dioxide (TiO₂), a well-known photocatalyst, was used as the base material. To improve its efficiency, we added small amounts of two rare earth elements Cerium (Ce) and Samarium (Sm) to the TiO₂ structure. The doped TiO₂ photocatalysts were prepared using the co-precipitation method, which allows for even distribution of the dopant metals in the material. After synthesis, the materials were analyzed using different techniques to understand their crystal structure, surface properties, light absorption, and electron movement during the reaction. Photocatalytic activity was tested under UV light to evaluate how effectively the materials could degrade Crystal Violet. We studied the effects of various factors such as catalyst amount, dye concentration, solution pH, and light exposure time. The results showed that both Ce- and Sm-doped TiO₂ performed significantly better than undoped TiO₂. Over 90% of the dye was removed in a short time, with samarium-doped TiO₂ showing slightly better results than cerium-doped TiO₂ due to better electron trapping and redox properties. This study suggests that doping TiO₂ with rare earth metals is a promising and eco-friendly method for treating dye-contaminated wastewater.

Indexed as

Cerium dopingCo-precipitation methodCrystal violetPhotocatalysisRare earth dopingSamarium dopingTitanium dioxide (TiO₂)

Identifiers

PMID41792219
PMCPMC13083860

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.