journal article·2026-04-01Open access

Core size distribution estimation of magnetic nanoparticles in hydrogel matrix: Analysis of diamagnetic interference and correction strategy

Jiantao Cui, Wenze Zhang, Na Ye, Liping Wang, Pengchao Wang, Yuanhao Zhang, Xinwei Zhang, Yong Gan

AIP Advances· Volume 16· Issue 4

Abstract

The core size distribution is a critical parameter determining the performance of magnetic nanoparticles (MNPs) in biomedical applications. In this study, the magnetic interference of the hydrogel matrix on the core size estimation was investigated. It was identified that the matrix generates a diamagnetic response that superimposes on the superparamagnetic response of the MNPs. This superposition results in a distortion of the static magnetization curve, particularly in the high-field region. Consequently, the core size distribution estimated from the uncompensated magnetization deviates significantly from the true value. To address this issue, an improved method is proposed to accurately estimate the core size distribution by compensating for the matrix interference. Based on the identified superposition characteristic, a compensation model was established to subtract the diamagnetic contribution and recover the intrinsic magnetization of the MNPs. Experimental results demonstrate that the core size distribution estimated using the proposed compensation method is significantly more accurate than that obtained directly from composite magnetization, demonstrating the necessity of this strategy for the precise characterization of MNPs in hydrogel-based biomimetic environments.
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Research context

OpenAlex topics: Characterization and Applications of Magnetic Nanoparticles · Nanoparticle-Based Drug Delivery · Geomagnetism and Paleomagnetism Studies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Zhengzhou University of Light Industry 1 , Zhengzhou 450001,

Zhengzhou University of Technology 2 , Zhengzhou 450044,

Funding

Natural Science Foundation of Henan Province · Science and Technology Program of Henan · China-Belt and Road Joint Laboratory on Measurement and Control Technology

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