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RESEARCH PAPER · Acta Materialia · 2024

Integrating ultra-high saturation magnetization intensity and extreme-low coercivity in FeCoBSiCu alloy assisted by machine learning

Wenhui Guo, You Wu, Lingxiang Shi, Jili Jia, Ranbin Wang, Hengtong Bu, Zongfan Zhu, Yang Shao, Kefu Yao

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42 direct citing works

Integrating ultra-high saturation magnetization intensity and extreme-low coercivity in FeCoBSiCu alloy assisted by machine learningOriginalInvestigation on the thermal stability, crystallization kinetics and magnetic properties of Fe-Si-B-P-C-Nb amorphous alloys4Machine learning guided design of RE-Fe-B(RE=PrNd,La,Ce) with comprehensive high performance17Achieving excellent soft magnetic performance in FeCoBSiCu alloy through composition-processing regulation6Correlation between mixing enthalpy and microstructure evolution of SmFe-based multicomponent alloys1Soft magnetic properties and mechanism of high Bs Fe83.2-xCoxP10C6Cu0.8 amorphous alloys under longitudinal magnetic field annealing5Tailoring glass forming ability and coercivity in iron-based nanocrystalline alloys through machine learning-driven feature interpretation1Soft magnetic amorphous alloys and their derivatives22Effect of high energy ball milling on the structural and soft magnetic properties of FeAlSi powders1Modulation of high-frequency core loss of soft magnetic amorphous alloys through stress release and local structural ordering9Data-driven high-throughput screening of Fe-Cr-Mo-C-B amorphous alloy with excellent corrosion and wear resistance14Electrodeposition of NiFeCoAlP thin films: influence on structure, microstructure, composition, magnetic, and corrosion properties0Correlation between microstructure and magnetism of iron-based amorphous alloys0Investigation on magnetic properties of Sm2Co17-type permanent magnets based on machine learning2Magnetic field-assisted two-step annealing for super magnetic softness in Co-rich Fe-based nanocrystalline alloys7Distinct roles of metalloid elements (Si, P, C) in tailoring as-quenched nanostructure and magnetic properties of Fe–B–Cu nanocrystalline alloys1Accelerated Ordering of Cu Atoms and Synergistic Dual Anisotropy for Enhanced High‐Frequency Soft Magnetic Properties in Fe‐Based Alloys0Tailoring precision of current transformers through domain wall engineering in nanocrystalline ribbons1Multi-task deep-learning optimization of trade-off properties for superior-performance Fe-based soft magnetic alloys0Grain-boundary purification and short-range order redistribution synergistically overcome the strength-ductility trade-off in a cast Fe–Co–V alloy0Heat treatment design guided by semi-supervised learning for strength-ductility optimization in an Al-Cu-Li alloy0Tailoring high-frequency soft magnetic properties of FeBSiPCCuNb-based nanocomposites via microalloying2Broad crystallization window and high thermal stability of FeCoNiBCuSiNb nanocrystalline alloy with good magnetic softness0Design of Fe78Nix+ySi9-xB13-y amorphous alloys with extremely low core loss and superior manufacturability0Low Temperature Impact Toughness Prediction Based on Machine Learning and Microstructure Verification0Ultrasonic compaction: A promising strategy for fabricating soft magnetic composites cores with low core loss0Interface engineering and core-loss regulation in Fe-based amorphous and nanocrystalline soft magnetic composites: from high-frequency power electronics to microwave absorption1Synchronously enhancing the corrosion resistance and hardness of novel Zn-Al alloy via an improved interpretable machine learning framework0Relaxation crossover under stress annealing governing non-monotonic coercivity evolution in Fe-based metallic glass0Divergent effects of deep cryogenic treatment on the structure and soft magnetic properties of Fe-based metallic glasses0Novel intelligent design method of soft magnetic metallic glasses with excellent magnetic properties by utilizing machine learning technology0Quantitative descriptor-dependent design of high-Bs Fe-based amorphous alloys using an interpretable machine learning framework0Modulation of Soft Magnetic Properties in Fe-Based Amorphous and Nanocrystalline Alloys for Power Transformers: A Review0Tuning Dynamic Permeability via Lattice Strain Engineering in Fe-Co Nanocrystalline Alloys0

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    Progress in Natural Science Materials International · 2025-04-04

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  2. Machine learning guided design of RE-Fe-B(RE=PrNd,La,Ce) with comprehensive high performance

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  3. Achieving excellent soft magnetic performance in FeCoBSiCu alloy through composition-processing regulation

    Journal of Alloys and Compounds · 2025-04-25

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  4. Correlation between mixing enthalpy and microstructure evolution of SmFe-based multicomponent alloys

    Materials Science and Engineering B · 2025-05-08

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  5. Soft magnetic properties and mechanism of high Bs Fe83.2-xCoxP10C6Cu0.8 amorphous alloys under longitudinal magnetic field annealing

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  6. Tailoring glass forming ability and coercivity in iron-based nanocrystalline alloys through machine learning-driven feature interpretation

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  7. Soft magnetic amorphous alloys and their derivatives

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  8. Effect of high energy ball milling on the structural and soft magnetic properties of FeAlSi powders

    Materials Science and Engineering B · 2025-09-03

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  9. Modulation of high-frequency core loss of soft magnetic amorphous alloys through stress release and local structural ordering

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  10. Data-driven high-throughput screening of Fe-Cr-Mo-C-B amorphous alloy with excellent corrosion and wear resistance

    Corrosion Science · 2025-10-28

    Fangkai Xiong, Gaopeng Zou, Yucheng Qi, Bo Sun, Baosen Zhang, Shuaishuai Zhu, Tao Liang, Qiaoshi Zeng, Xuhai Zhang, Qianqian Wang, Baolong Shen

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  11. Electrodeposition of NiFeCoAlP thin films: influence on structure, microstructure, composition, magnetic, and corrosion properties

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    J. Shifa Maheen, M. Ehthishamul Haque, K. Sugandhi, M. Selvambikai, M. Jose

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  12. Correlation between microstructure and magnetism of iron-based amorphous alloys

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  13. Investigation on magnetic properties of Sm2Co17-type permanent magnets based on machine learning

    Journal of Alloys and Compounds · 2026-01-11

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  14. Magnetic field-assisted two-step annealing for super magnetic softness in Co-rich Fe-based nanocrystalline alloys

    Journal of Material Science and Technology · 2026-01-14

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  15. Distinct roles of metalloid elements (Si, P, C) in tailoring as-quenched nanostructure and magnetic properties of Fe–B–Cu nanocrystalline alloys

    Journal of Alloys and Compounds · 2026-03-23

    You Wu, WenHui Guo, Hengtong Bu, Lingxiang Shi, Xinglong Yang, Jili Jia, Ranbin Wang, Siqi Xiang, Yu Han, Yang Shao, Kefu Yao

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  16. Accelerated Ordering of Cu Atoms and Synergistic Dual Anisotropy for Enhanced High‐Frequency Soft Magnetic Properties in Fe‐Based Alloys

    Rare Metals · 2026-04-01

    X J Li, Aina He, Xueling Hou, Yaqiang Dong, B Zhang, Jiawei Li, Junhua Luan, Weixing Xia, Xingjie Jia, Jie Sun, Qikui Man, Baogen Shen

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  17. Tailoring precision of current transformers through domain wall engineering in nanocrystalline ribbons

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  18. Multi-task deep-learning optimization of trade-off properties for superior-performance Fe-based soft magnetic alloys

    Chinese Physics B · 2026-04-03

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  19. Grain-boundary purification and short-range order redistribution synergistically overcome the strength-ductility trade-off in a cast Fe–Co–V alloy

    Materials Science and Engineering A · 2026-04-10

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  20. Heat treatment design guided by semi-supervised learning for strength-ductility optimization in an Al-Cu-Li alloy

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  21. Tailoring high-frequency soft magnetic properties of FeBSiPCCuNb-based nanocomposites via microalloying

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  22. Broad crystallization window and high thermal stability of FeCoNiBCuSiNb nanocrystalline alloy with good magnetic softness

    Journal of Materials Research and Technology · 2026-05-01

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  23. Design of Fe78Nix+ySi9-xB13-y amorphous alloys with extremely low core loss and superior manufacturability

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  24. Low Temperature Impact Toughness Prediction Based on Machine Learning and Microstructure Verification

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  25. Ultrasonic compaction: A promising strategy for fabricating soft magnetic composites cores with low core loss

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  26. Interface engineering and core-loss regulation in Fe-based amorphous and nanocrystalline soft magnetic composites: from high-frequency power electronics to microwave absorption

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  28. Relaxation crossover under stress annealing governing non-monotonic coercivity evolution in Fe-based metallic glass

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  29. Divergent effects of deep cryogenic treatment on the structure and soft magnetic properties of Fe-based metallic glasses

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  30. Novel intelligent design method of soft magnetic metallic glasses with excellent magnetic properties by utilizing machine learning technology

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  31. Quantitative descriptor-dependent design of high-Bs Fe-based amorphous alloys using an interpretable machine learning framework

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  32. Modulation of Soft Magnetic Properties in Fe-Based Amorphous and Nanocrystalline Alloys for Power Transformers: A Review

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  33. Tuning Dynamic Permeability via Lattice Strain Engineering in Fe-Co Nanocrystalline Alloys

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