Evidence map›Paper›PMID 42579080›Full record

ArticleDiscover nano2026

Development and functional assessment of a polymer supported nanoscale iron hybrid for sustainable enhancement of water based drilling fluids.

Pshtiwan T Jaf, Mohammed J Awl, Mohammed A Jamal, Arya Fallah, Ahmed R AlBajalan, Samim Sherzod

Abstract read
In one paragraph

Article in Discover nano, 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

6 authors.

Pshtiwan T JafDepartment of Petroleum Engineering, Faculty of Engineering, Koya University, Koya, 44023, Kurdistan Region, Republic of Iraq. pshtiwan.jaf@koyauniversity.org.
Mohammed J AwlDepartment of Petroleum Engineering, Faculty of Engineering, Koya University, Koya, 44023, Kurdistan Region, Republic of Iraq.
Mohammed A JamalPetroleum and Mining Engineering Department, Tishk International University, Erbil, Iraq.
Arya FallahDepartment of Drilling & Completion Fluid, Pulsar Petroleum, Erbil, Kurdistan Region, Iraq.
Ahmed R AlBajalanDepartment of Petroleum Engineering, Faculty of Chemical and Energy Engineering, Universiti Teknologi Malaysia, 81310, Malaysia, Johor Bahru, Malaysia.
Samim SherzodFaculty of Engineering, Nangarhar University, Jalalabad, Nangarhar, Afghanistan. samimsherzod@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Eco-friendly biopolymers in water-based drilling fluids often suffer from thermal degradation and inadequate filtration control under harsh downhole conditions. To overcome these limitations, this study aimed to develop a high-performance, sustainable hybrid nanocomposite that synergistically combines the structural resilience of biopolymers with the mechanical strength and pore-plugging capabilities of metallic nanoparticles. A ternary nanocomposite (IRON-NC) was synthesized via an in-situ reduction-stabilization method, embedding nanoscale zero-valent iron (nZVI) within a crosslinked chitosan and carboxymethyl cellulose (CMC) matrix. The material's morphology, chemical interactions, and electrokinetic properties were characterized, followed by comprehensive rheological and filtration evaluations under both standard and high-pressure/high-temperature (HPHT) conditions. Unlike standalone biopolymer additives, this hybrid architecture leveraged strong electrostatic repulsion (zeta potential of -48.5 mV) and robust polymer-metal bonding to ensure uniform dispersion and exceptional thermal reliability. At a remarkably low optimal dosage of 1000 ppm, IRON-NC induced pronounced shear-thinning behavior, increasing plastic viscosity to 37.6 cP and yield point to 13 Pa to ensure effective cuttings suspension. Furthermore, the nZVI-reinforced matrix facilitated the deposition of a highly compact, structurally resilient filter cake, reducing both API and HPHT fluid loss by 43-47% compared to the base fluid. The synergistic integration of nZVI with the chitosan-CMC network effectively resolves the thermal and mechanical vulnerabilities associated with conventional eco-friendly additives. Ultimately, IRON-NC presents a highly efficient, multifunctional, and environmentally compliant solution for improving rheology, stability, and fluid loss control in advanced drilling operations.

Indexed as

Carboxymethyl celluloseChitosanDrilling fluid performanceEco‑sustainable additiveNanoscale zero‑valent iron

Identifiers

PMID42579080
PMCPMC13461986

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.