TUP-SS.1P: Recent AI-Driven Design Advancements in RF/Antenna Components and Systems
Tue, 14 Jul, 14:20 - 15:20
Location: Exhibit Hall (Poster Area)
Session Type: Interactive Forum
Session Co-Chairs: Jungsuek Oh, Seoul National University and Hosaeng Kim, Samsung Electronics
Track: Special Sessions
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.1: Machine-Learning-Driven Auto-Tuning of PIFA for Recurrent Problems in Dynamic Environments via Offline Surrogate Modeling
Wei-Cheng Chen, Ian Huang, Bing-Jia Chen, National Taiwan University, Taiwan; Sung-Mao Liao, Chien-Ming Hsu, Chuan-Chien Huang, Kuo-Chu Liao, ASUSTeK Computer Inc., Taiwan; Shih-Yuan Chen, National Taiwan University, Taiwan
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.2: Deep Bayesian optimization for constraint-aware multi-objective antenna design
Praveen ., Ravi Sadananda Hegde, Indian Institute of Technology Gandhinagar, India
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.3: Inference-Time Physics-Guided Inverse Design of Pixelated Patch Antennas via EM-Video Diffusion
Min Je Kim, Jungsuek Oh, Seoul National University, Korea (South)
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.4: AI-Assisted Prediction of Resonant Frequency of a 5 GHz Microstrip Patch Antenna
Nia Kochadze, Jayshri Kulkarni, Wentworth Institute of Technology Boston USA, United States
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.5: Recent AI-Driven Design Advancements in EM Components and Systems of Smart EM Environments
Giacomo Oliveri, Federico Albi, Giorgio Gottardi, Mohammad Abdul Hannan, Tommaso Simoncelli, Lucia Graziani, Andrea Massa, ELEDIA@UniTN - DICAM, University of Trento, Italy
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.6: Dataset-Free Training of Neural Networks to Synthesize 3-D Radiation Patterns of Phased Arrays
Yuanzhi Liu, Costas Sarris, University of Toronto, Canada
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.7: A Large-Scale Data-Driven Approach for Mobile Antenna Efficiency Prediction Using Conditional Diffusion Models: Reducing Chamber Tests
Seong-Jin Park, Hosaeng Kim, Samsung Electronics, Korea (South); Minje Kim, Jungsuek Oh, Seoul National University, Korea (South); Joonho Byun, Samsung Electronics, Korea (South)
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.8: State-Aware Rapid Design of 2-Bit Digital Coding Metasurfaces Using Deep Learning
Ajit Kumar, Praveen ., Ravi Hegde, IIT GANDHINAGAR, India
Tue, 14 Jul, 14:20 - 15:20

TUP-SS.1P.9: AI-enabled Non-intuitive RF Passive and Antenna Design
Juho Park, Princeton University, United States; Emir Ali Karahan, Marvell Semiconductor, United States; Jonathan Zhou, Zijian Shao, Kaushik Sengupta, Princeton University, United States