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RESEARCH PAPER · Journal of Materials Science · 2024

Transfer learning for inverse design of tunable graphene-based meta-surfaces

Mehdi Kiani, Mahsa Zolfaghari, Jalal Kiani

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Open in your workspace →Saved 2026-10-14 · complete coverage
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42 direct citing works

Transfer learning for inverse design of tunable graphene-based meta-surfacesOriginalSynergy between AI and Optical Metasurfaces: A Critical Overview of Recent Advances21A review on the laser-induced synthesis of graphene and its applications in sensors21Transfer Learning Based Rapid Design of Frequency and Dielectric Agile Antennas6Deep Learning-Based FSS Spectral Characterization and Cross-Band Migration1Triple-Beam, Triple-Mode, and Multipolarization Orbital Angular Momentum Generating Metasurface1Transfer learning for data-efficient modeling of composite metasurface and FSS unit cells0Machine Learning‐Based Inverse Design for Functional Materials: Methods, Challenges, and Engineering Applications19AI-Driven Optical Metamaterial Design: A Platform-Oriented Review0

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  1. Synergy between AI and Optical Metasurfaces: A Critical Overview of Recent Advances

    Photonics · 2024-05-09

    Zoran Jakšić

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  2. A review on the laser-induced synthesis of graphene and its applications in sensors

    Journal of Materials Science · 2024-06-14

    Xiaohui Ye, Zhiyuan Yang, Xi Zheng, Hao Qiang, Miaomiao Wei, Yurong Li, Mengzhen Chen, Nengneng Luo

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  3. Transfer Learning Based Rapid Design of Frequency and Dielectric Agile Antennas

    IEEE journal on multiscale and multiphysics computational techniques · 2024-11-29

    Aggraj Gupta, Uday K. Khankhoje

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  4. Deep Learning-Based FSS Spectral Characterization and Cross-Band Migration

    Applied Sciences · 2025-04-06

    Lei Gong, Xuan Eric Liu, Pan Zhou, Liguo Wang, Zhiqiang Yang

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  5. Triple-Beam, Triple-Mode, and Multipolarization Orbital Angular Momentum Generating Metasurface

    IEEE Antennas and Wireless Propagation Letters · 2025-05-13

    Xinyu Li, Jinbo Liu, Qingxin Guo, Zengrui Li

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  6. Transfer learning for data-efficient modeling of composite metasurface and FSS unit cells

    Journal of Materials Science Materials in Engineering · 2026-01-08

    Alexander Wolff, Lukas Mueller, Steffen Klingel, Marco Rahm

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  7. Machine Learning‐Based Inverse Design for Functional Materials: Methods, Challenges, and Engineering Applications

    Advanced Functional Materials · 2026-04-09

    Weihao Lin, Liuchao Jin, Zhifei Jiang, Mingjing Cai, Zhihui Lai, Daniil Yurchenko, Bo Yan, Shengxi Zhou, Kostya S. Novoselov, Wei‐Hsin Liao, Shitong Fang

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  8. AI-Driven Optical Metamaterial Design: A Platform-Oriented Review

    AI Materials · 2026-07-02

    Guangyao Xu, Xiaolong Wei, C. P. Shen, Tongtong Song, Hongchen Chu, Jun Luo, Yun Lai

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