Workshop

Machine Learning-Driven Innovations in Antenna and Electromagnetic Engineering

Organizers and Chairs:
Zhi Ning Chen, National University of Singapore
Peiqin Liu, National University of Singapore



Opening Session

Invited Presentation 1

Time:

  • 14:30 – 15:00, 3 August 2026

Speaker:

  • Dr. Peiqin Liu, National University of Singapore, Singapore

Title:

  • Prior Knowledge-Guided Transformer-Model-Based Synthesis Method for Active S-Parameter Extrapolation

Invited Presentation 2

Time:

  • 15:00 – 15:30, 3 August 2026

Speaker:

  • Prof. Yijun Feng, Nanjing University, China

Title:

  • AI-Driven Intelligent Metasurface for Electromagnetic Wave Sensing and Customizable Illusion

Invited Presentation 3

Time:

  • 15:30 – 16:00, 3 August 2026

Speaker:

  • Prof. Ming Shen, Aalborg University, Denmark

Title:

  • Toward Autonomous Antenna Engineering with Machine Learning

Invited Presentation 4

Time:

  • 16:00 – 16:30, 3 August 2026

Speaker:

  • Prof. Haiming Wang, Southeast University, China

Title:

  • Fully Automated Layout Generation, Field-Circuit Co-Simulation, and Optimization for Millimeter-Wave ICs

Invited Presentation 5

Time:

  • 16:30 – 17:00, 3 August 2026

Speaker:

  • Dr. Yanhe Lyu, Nanyang Technological University, Singapore

Title:

  • Domain Knowledge-Guided Generative Deep Learning Methods for Metantenna Design

Interaction Session

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