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Record W4413063238 · doi:10.53063/synsint.2025.52286

Effect of ZnO nanoparticles on the dielectric and magnetic behavior of bismuth ferrite ceramics

2025· article· en· W4413063238 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSynthesis and Sintering · 2025
Typearticle
Languageen
FieldMaterials Science
TopicMultiferroics and related materials
Canadian institutionsnot available
Fundersnot available
KeywordsMaterials scienceBismuth ferriteDielectricCoercivityFerroelectricityFerrite (magnet)CeramicAntiferromagnetismMultiferroicsDielectric lossNanoparticleBismuthFerromagnetic material propertiesMagnetizationNuclear magnetic resonanceNanotechnologyComposite materialCondensed matter physicsOptoelectronicsMetallurgyMagnetic field

Abstract

fetched live from OpenAlex

Bismuth ferrite (BiFeO3, BFO) is a promising multiferroic material due to its inherent ferroelectric and antiferromagnetic properties; however, its practical applications are limited by weak dielectric and magnetic performance, as well as challenges in achieving pure-phase synthesis. In this study, the effects of incorporating zinc oxide (ZnO) nanoparticles at 0.5, 1, and 2 wt% on the dielectric and magnetic properties of BFO ceramics were systematically investigated. X-ray diffraction analysis confirmed that the addition of ZnO suppressed the formation of secondary phases and enhanced phase purity. A notable increase in relative density (from 94.3% to 98.2%) and a corresponding reduction in porosity were observed with increasing ZnO content. The dielectric constant significantly improved from 450 (pure BFO) to 4900 (2 wt% ZnO) at 1 kHz, albeit accompanied by a moderate rise in dielectric loss. Magnetic measurements revealed an increase in saturation magnetization from 0.18 to 0.44 emu/g and a decrease in coercivity from 810 to 560 Oe. These enhancements are attributed to the reduction of non-magnetic secondary phases, improved densification, and structural modifications induced by ZnO incorporation. Overall, the addition of ZnO presents an effective strategy for enhancing the multifunctional performance of BFO ceramics, making them more viable for advanced device applications.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.219

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.243
Teacher spread0.235 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it