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
