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Materials Science

可解释机器学习辅助分析Ni₁₋ₓCoₓFe₂O₄尖晶石铁氧体的电磁屏蔽和磁性能

Explainable machine-learning-assisted analysis of electromagnetic shielding and magnetic performance in Ni₁₋ₓCoₓFe₂O₄ spinel ferrites

A research methodology utilizing explainable artificial intelligence to model and optimize the electromagnetic shielding and magnetic properties of Ni₁₋ₓCoₓFe₂O₄ spinel ferrites. / 一种利用可解释人工智能建模和优化Ni₁₋ₓCoₓFe₂O₄尖晶石铁氧体电磁屏蔽和磁性能的研究方法。

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实际应用
First proposed or discovered
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Turkey Farm member
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农场主
Last updated
2026-11-02 22:05:31
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Sub-knowledge points

Machine learning model for property predictionNi₁₋ₓCoₓFe₂O₄ spinel ferrite synthesisElectromagnetic shielding analysisMagnetic performance evaluation

Higher-order knowledge points

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Main parameters and performance indicators

Ni₁₋ₓCoₓFe₂O₄: Spinel ferrite compositionx: Cobalt substitution ratioElectromagnetic shielding: Performance metricMagnetic performance: Material property

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Explainable machine-learning-assisted analysis of electromagnetic shielding and magnetic performance in Ni₁₋ₓCoₓFe₂O₄ spinel ferritesOpen source

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automated knowledge publish农场主2026-11-02 22:05:31

Record title: Explainable machine-learning-assisted analysis of electromagnetic shielding and magnetic performance in Ni₁₋ₓCoₓFe₂O₄ spinel ferrites.