Evidence map›Paper›PMID 41720834›Full record

ArticleScientific reports2026

Assessing the influence of using nano titanium dioxide on the microstructure behavior and geotechnical properties of clayey soil.

Asskar Janalizadeh Choobbasti, Saman Soleimani Kutanaei, Ali Vafaei, Ali Asghari, Mobina Taslimi Paein Afrakoti, Sadegh Rezaei

Abstract read
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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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Asskar Janalizadeh ChoobbastiDepartment of Civil Engineering, Babol Noshirvani University of Technology, P.O. Box: 484, Babol, Iran.
Saman Soleimani KutanaeiDepartment of Civil Engineering, Am.C., Islamic Azad University, Amol, Iran. samansoleimani16@iau.ac.ir.
Ali VafaeiDepartment of Civil Engineering, Babol Noshirvani University of Technology, P.O. Box: 484, Babol, Iran.
Ali AsghariDepartment of Civil Engineering, Babol Noshirvani University of Technology, P.O. Box: 484, Babol, Iran.
Mobina Taslimi Paein AfrakotiFaculty of Civil Engineering, K. N. Toosi University of Technology, Tehran, Iran.
Sadegh RezaeiDepartment of Civil Engineering, University of Science and Technology of Mazandaran, P. O. Box 48518-78195, Behshahr, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the influence of nano–titanium dioxide (TiO₂) on the engineering behavior of cement-stabilized clay. Nano–TiO₂ was incorporated at contents of 0.2%, 0.5%, and 0.9% by dry soil weight, while cement was added at 2%, 4%, and 8%. A comprehensive experimental program, consisting of Atterberg limits, unconfined compressive strength (UCS), direct shear tests, and scanning electron microscopy (SEM) was conducted to evaluate the effects of nanoparticle addition on soil plasticity, strength, and microstructure. The Atterberg limits results show that nano–TiO₂ increases both the liquid limit and plastic limit, with a corresponding rise in plasticity index due to enhanced water adsorption and nanoparticle–clay interactions. UCS testing revealed that nano–TiO₂ significantly improved strength for specimens containing 4% and 8% cement, with optimal nanoparticle content varying with cement dosage. While increasing cement content increased stiffness, the addition of nanoparticles at constant cement levels did not meaningfully affect elastic modulus. Direct shear results demonstrated that nano–TiO₂ increased the internal friction angle but had minimal influence on soil cohesion. SEM analysis confirmed microstructural densification of the clay–cement matrix, with nanoparticles filling voids, enhancing particle bonding, and contributing to the observed strength improvements. Overall, the findings indicate that nano–titanium dioxide can effectively enhance the mechanical performance of cemented clay, particularly in terms of strength and frictional resistance, and that these improvements are strongly supported by corresponding microstructural modifications.

Indexed as

ClayDirect shear testScanning electron microscope (SEM)Titanium nano dioxideUnconfined compressive strength

Identifiers

PMID41720834
PMCPMC13022087

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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.