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Tailoring electronic structure and magnetic anisotropy in spray-pyrolyzed NiFe2O4 thin films for spintronic applications
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  • Published: 14 March 2026

Tailoring electronic structure and magnetic anisotropy in spray-pyrolyzed NiFe2O4 thin films for spintronic applications

  • J. Patra1,
  • P. Parida1,
  • P. Patel2,
  • S. K. Sahoo2,
  • K. Parvin3,
  • B. J. Babu3,
  • K. Amemiya4,
  • A. Kandasami5,
  • V. R. Singh6 &
  • …
  • V. K. Verma1 

Scientific Reports , Article number:  (2026) Cite this article

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Subjects

  • Chemistry
  • Materials science
  • Nanoscience and technology
  • Physics

Abstract

In this study, we examined how substrate temperature affects the structural, morphological, electronic, and magnetic properties of nickel ferrite (NiFe2O4) thin films synthesized via spray pyrolysis. We investigated the effect of substrate temperatures (300 °C, 325 °C, 350 °C, and 400 °C) on NiFe2O4 thin films. X-ray diffraction (XRD) analysis revealed an inverse spinel structure with enhanced crystallinity at lower substrate temperatures. We employed high-resolution scanning electron microscopy (HR-SEM) and energy-dispersive spectroscopy (EDS) to examine the surface morphology and elemental composition. We used vibrating sample magnetometry (VSM), X-ray absorption spectroscopy (XAS), and X-ray magnetic circular dichroism (XMCD) to study the magnetic and electronic behaviors at room temperature. VSM measurements revealed ferrimagnetic behavior with magnetic anisotropy. XAS and XMCD analyses revealed that Ni2+ ions occupy octahedral sites and are susceptible to structural defects, which lead to spin canting via spin-orbit coupling. Fe3+ ions were found in both tetrahedral and octahedral sites. The orbital magnetic moments were determined to be 0.112 ± 0.006 µB/ion for Ni and 0.2412 ± 0.0121 µB/ion for Fe. This was attributed to structural distortions and Fe 3d–O–2p hybridization. These results demonstrate the potential of NiFe2O4 thin films for use in spintronic devices.

Data availability

The datasets used and/or analysed during the current study available from the corresponding author on reasonable request.

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Acknowledgements

XAS and XMCD were carried out with the approval of the Photon Factory Program Advisory Committee (Proposal No. 2024G506, Beamline 16 A).

Funding

Open access funding provided by Vellore Institute of Technology- AP University. VKV would like to thank the UGC-DAE Consortium for Scientific Research, University Grants Commission (CRS/2022–23/01/726), and DST-SERB, India (ECR/2016/001741) for their financial support. VRS would like to acknowledge the Science and Engineering Research Board (SERB), Department of Science and Technology, Government of India, New Delhi (File No. CRG/2022/002052) for their financial support.

Author information

Authors and Affiliations

  1. Department of Physics, School of Advanced Sciences, VIT-AP University, Amaravati, 522241, Andhra Pradesh, India

    J. Patra, P. Parida & V. K. Verma

  2. Department of Metallurgical & Materials Engineering, National Institute of Technology, Rourkela, 769008, India

    P. Patel & S. K. Sahoo

  3. Department of Physics, Madanapalle Institute of Technology and Science, Angallu, 517325, India

    K. Parvin & B. J. Babu

  4. Photon Factory, IMSS, High Energy Accelerator Research Organization, Tsukuba, Ibaraki, Japan

    K. Amemiya

  5. Department of Physics & Centre for Interdisciplinary Research, University of Petroleum and Energy Studies (UPES), Dehradun, 248007, Uttarakhand, India

    A. Kandasami

  6. Department of Physics, Central University of South Bihar, Gaya, 824236, India

    V. R. Singh

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Contributions

J. Patra: Writing – original draft, Review and Editing, Validation, Methodology, Formal analysis, Conceptualization. P. Parida: Formal analysis, Conceptualization, Validation, Methodology. P. Patel: Investigation, Formal analysis, Validation, Review and Editing. S. K Sahoo: Investigation, Formal analysis, Validation, Review and Editing. K. Parvin: Investigation, Formal analysis, Methodology, Conceptualization, Validation. B. J Babu: Investigation, Formal analysis, Methodology, Conceptualization, Validation. K. Amemiya: Investigation, Formal analysis, Methodology, Conceptualization, Validation. A. Kandasami: Investigation, Formal analysis, Validation, Review and Editing. V. R. Singh: Review and Editing, Investigation, Formal analysis, Methodology, Conceptualization, Validation. V. K. Verma: Writing – review & editing, Visualization, Validation, Supervision, Methodology, Investigation, Funding acquisition, Formal analysis, Conceptualization.

Corresponding authors

Correspondence to V. R. Singh or V. K. Verma.

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Patra, J., Parida, P., Patel, P. et al. Tailoring electronic structure and magnetic anisotropy in spray-pyrolyzed NiFe2O4 thin films for spintronic applications. Sci Rep (2026). https://doi.org/10.1038/s41598-026-43296-z

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  • Received: 13 December 2025

  • Accepted: 03 March 2026

  • Published: 14 March 2026

  • DOI: https://doi.org/10.1038/s41598-026-43296-z

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Keywords

  • NiFe2O4 thin films
  • Spray pyrolysis
  • X-ray absorption spectroscopy
  • X-ray magnetic circular dichroism
  • Magnetic anisotropy
  • Orbital magnetic moment
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