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RESEARCH PAPER · MetalMat · 2025

A Review of Artificial Intelligence‐Driven Innovations in Soft Magnetic Materials Optimization: Current Trends and Future Horizons

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13 direct citing papers in this saved network. Explore the next layer with second-order citations.

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A Review of Artificial Intelligence‐Driven Innovations in Soft Magnetic Materials Optimization: Current Trends and Future HorizonsOriginalEvaluating the high-frequency performance of cold-sintered and annealed soft magnetic composites through impedance and potentiodynamic polarization analysis0Properties of YIG for engineering applications: a review1A machine learning approach to predicting resonance frequency in soft magnetic composites2AI ‐Driven Precision Annealing for High Performance Fe‐Based Amorphous Alloys5Cold spray additively manufactured pure iron for magnetic applications3Density improvement of binder jet printed MnZn ferrite toroid via infiltration0The Possibility of New Complex Magnet Materials3A multi-dimensional integrated optimization model for green soft magnetic materials selection in electrical equipment0Interface physics and engineering of soft magnetic composites for high-frequency power electronics3Structural, magnetic, and dielectric properties of high-concentration Al3+-substituted ZnFe2-xAlxO4 nanocrystals: Evaluation of suitability for microwave absorber and high-frequency inductor applications0High-performance regulation over a wide temperature-range for multi-component FeCo-based amorphous alloys by non-isothermal heat treatment0Multiscale Modeling of Soft Magnetic Composites: Machine-Learning-Aided Static Magnetic Field Transmission Framework0Strategies for enhancing multi-properties of medium- and high-entropy soft magnetic alloys1

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13 direct citing papers saved.

  1. Evaluating the high-frequency performance of cold-sintered and annealed soft magnetic composites through impedance and potentiodynamic polarization analysis

    Engineering Research Express · 2025-08-27

    Rajeeth Kumar R, A.K. Jeevanantham

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  2. Properties of YIG for engineering applications: a review

    Journal of Materials Science Materials in Electronics · 2025-11-01

    N. Askarzadeh, Hooman Shokrollahi

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  3. A machine learning approach to predicting resonance frequency in soft magnetic composites

    Applied Physics A · 2025-12-04

    Tarik Sadat

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  4. AI ‐Driven Precision Annealing for High Performance Fe‐Based Amorphous Alloys

    Energy & environment materials · 2026-01-06

    Yichuan Tang, Shaopeng Liu, Silong Li, Ruonan Ma, P Y Li, Zheng Wang, Kun Wang, Kaiyan Cao, Sidan Ding, Chao Zhou, Fanghua Tian, Sen Yang, Minxia Fang, Yin Zhang

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  5. Cold spray additively manufactured pure iron for magnetic applications

    Additive Manufacturing Letters · 2026-02-02

    Abhinav Anand, Ondřej Kovářík, Pavel Ctibor, Z. Arabgol, Levke Wiehler, Frank Gärtner, Thomas Klassen, Jan Čížek

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  6. Density improvement of binder jet printed MnZn ferrite toroid via infiltration

    Ceramics International · 2026-03-17

    Bishal Bhandari, Dipika Mandal, Chris Bracken, Chuyuan Zheng, Suraj Venkateshwaran Mullurkara, Paul Richard Ohodnicki

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  7. The Possibility of New Complex Magnet Materials

    Advanced Materials · 2026-03-25

    Gerald Jeffrey Snyder

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  8. A multi-dimensional integrated optimization model for green soft magnetic materials selection in electrical equipment

    Sustainable materials and technologies · 2026-05-30

    Wei Xiong, Yuqin Cheng, Peng Chi, Jindong Zhou, Yaowu Wei

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  9. Interface physics and engineering of soft magnetic composites for high-frequency power electronics

    Journal of Materials Science Materials in Electronics · 2026-06-01

    Baoyi Ke, Jin Liu, Jian Huang, Huawen Hu

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  10. Structural, magnetic, and dielectric properties of high-concentration Al3+-substituted ZnFe2-xAlxO4 nanocrystals: Evaluation of suitability for microwave absorber and high-frequency inductor applications

    Journal of the Indian Chemical Society · 2026-06-13

    Savita A. Ambule, Kishor G. Rewatkar, Nomdeo M. Gahane, Sayali B. Dakhole, Shrikant M. Suryawanshi

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  11. High-performance regulation over a wide temperature-range for multi-component FeCo-based amorphous alloys by non-isothermal heat treatment

    Journal of Materials Research and Technology · 2026-06-20

    Silong Li, Kaiyan Cao, Yichuan Tang, Shaopeng Liu, Yifan He, Ruonan Ma, Yuxi Feng, Chao Zhou, Minxia Fang, Sen Yang, Yin Zhang

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  12. Multiscale Modeling of Soft Magnetic Composites: Machine-Learning-Aided Static Magnetic Field Transmission Framework

    IEEE Transactions on Magnetics · 2026-07-21

    Mengxing Li, Wenbo Xiang, Y Yao, Wanjia Li, Jing Yu, Jingwu Zheng, Juan Li, Liang Qiao, Shenglei Che

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  13. Strategies for enhancing multi-properties of medium- and high-entropy soft magnetic alloys

    Science China Materials · 2026-08-24

    Qiwen Hu, Penghua Ge, Xunlin Xu, Xixian Xia, Zhiming Li

    Read original paper ↗ ·