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RESEARCH PAPER · Polymer Composites · 2024

Machine learning to optimize nonlinear conductive performance of composites for self‐adaptive electromagnetic shielding

Hongfei Li, Yazhou Chen, Linsen Zhou, Yan Wang, Wei Cao, Zhaoming Qu

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Machine learning to optimize nonlinear conductive performance of composites for self‐adaptive electromagnetic shieldingOriginalPerspectives on absorption-dominant electromagnetic interference shielding materials with MXene and carbon-based polymer composites36Assessment of EMI Effects on UAV Data Links4Electrospinning for electromagnetic interference shielding: Principles, challenges, and future directions25Inspecting the epoxy/Nd2O3 composite coating electrochemical behavior using electrochemical impedance spectroscopy analysis with implementing exploratory data analysis and physics-guided machine learning prediction1Two-Stage Machine Learning for Thermo-Mechanical Properties Optimization of Carbon-Filled Polyimide Composites0Data-driven prediction and experimental validation of the shielding absorption performance of polyolefin-based EMI shielding composites0

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  1. Perspectives on absorption-dominant electromagnetic interference shielding materials with MXene and carbon-based polymer composites

    Carbon · 2025-04-03

    Nam Khanh Nguyen, Dae-Young Kim, Van Quan Phan, Minji Kim, Pangun Park, Junghyo Nah

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  2. Assessment of EMI Effects on UAV Data Links

    IEEE Transactions on Electromagnetic Compatibility · 2025-04-11

    Xiaolu Zhang, Yazhou Chen, Min Zhao, Yansong Li

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  3. Electrospinning for electromagnetic interference shielding: Principles, challenges, and future directions

    Carbon · 2025-09-11

    Navid Keshmiri, Parisa Najmi, Abbas S. Milani, Mohammad Arjmand

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  4. Inspecting the epoxy/Nd2O3 composite coating electrochemical behavior using electrochemical impedance spectroscopy analysis with implementing exploratory data analysis and physics-guided machine learning prediction

    Applied Materials Today · 2026-02-25

    Zummurd Al Mahmoud, Babak Safaei, Mohammed Asmael, Jana Petrů, Saeid Sahmani

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  5. Two-Stage Machine Learning for Thermo-Mechanical Properties Optimization of Carbon-Filled Polyimide Composites

    Materials · 2026-08-28

    Yu Zhang, Wenting Zhao, Luling He, Qiong Li, MA Wei-bin, Tongle Xu, Peng Ding

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  6. Data-driven prediction and experimental validation of the shielding absorption performance of polyolefin-based EMI shielding composites

    Journal of Alloys and Compounds · 2026-09-01

    Qi Chen, Yundan Du, Zhao Yang, Yongqiang Guo, Yali Zhang, Wei Gong

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