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Yanhe Lyu

Nanyang Technological University (NTU)

Singapore

Research Interests

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Articles (13)

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2024

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2023

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2023

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2023

Collaborators (4)

Theng Huat Gan

National University of Singapore (NUS)

SINGAPORE

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Zhi Ning Chen

professor

National University of Singapore (NUS)

SINGAPORE

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Jian-Ming Jin

University of Illinois at Urbana-Champaign

UNITED STATES

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Peiqin Liu

Research Assistant Professor

National University of Singapore (NUS)

SINGAPORE

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Yanhe Lyu

Research Interests

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Articles (13)

Deep Learning-Enabled Generative Antenna Design: Review and Prospects

Dual-Branch Tandem Model-Based Generative Design of Miniaturized Broadband Metantennas for Wideband Wide-Angle Scanning Array

Generative Deep Learning-Enabled Multiobjective Synthesis of Dual-Polarized Wide-Angle Loop-Family Frequency-Selective Surfaces

Prior Knowledge-Guided Generative Design of Pixelated Microwave Metastructures

TE–TM Balanced Wide-Angle Metacells for Low Scan-Loss Metalens Antenna Using Prior Knowledge-Guided Generative Deep Learning-Enabled Method

Synthesis and Design of Near-Ideal Elliptical Filtering Frequency-Selective Surfaces

Beamscanning Directivity Enhancement Based on Strong Interelement Mutual Coupling in Unequally Spaced Linear Arrays

Circuit-Informed Neural Network for Broadening the Bandwidth of SIW-Fed Slot Antennas

Synthesis and Design of Ultrathin Angular-Selective Surfaces

Machine Learning-Enabled Wide-Beam Metasurface Antenna for Wide-Angle Scanning Antenna Array

Dual-Polarized Multiresonant Metantenna for Quasi-Independent Radiation and In-Band Scattering Manipulation

Outlier Detection-aided Supervised Learning for Modeling of Thinned Cylindrical Conformal Array

Time Reversal Synthesis of In-band Co-polarized Low Scattering Beamscanning Metasurface Array

Collaborators (4)

Theng Huat Gan

Zhi Ning Chen

Jian-Ming Jin

Peiqin Liu

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