WE-A6.1P.6
IFA Design Simplified: an MLP-Based Geometrical Parameter Prediction From Expected Performance
Julian Roqui, Francesco Positano, Alain Pegatoquet, Université côte d'Azur, UMR CNRS 7248, France; Leonardo Lizzi, University of Trento, Italy
Session:
AI in EM Field Applications II Oral
Track:
AP-S: Antenna Applications and Emerging Technologies
Location:
Room 203
Session Time:
Wed, 16 Jul, 13:20 - 17:00
Presentation Time:
Wed, 16 Jul, 15:20 - 15:40
Presentation
Discussion
Session WE-A6.1P
WE-A6.1P.1: A Statistical Analysis of Multispectral Radar Echoes from Liquids in Dynamic Conditions
Robin Schmitz, Christian Schulz, Ilona Rolfes, Ruhr University Bochum, Germany
WE-A6.1P.2: Joint Source Detection and Modulation Classification with Neural Networks
Jayakrishnan Vijayamohanan, Arjun Gupta, Christos Christodoulou, University of New Mexico, United States
WE-A6.1P.3: Generalized Interval Arithmetic for Electromagnetic Sensitivity Analysis
Nicola Anselmi, Paolo Rocca, Arianna Benoni, Andrea Massa, ELEDIA Research Center (ELEDIA@UniTN - University of Trento), Italy
WE-A6.1P.4: Improved Exclusive Zone Prediction in Nuclear Power Plants Using Machine Learning Technique
Jae Youn Park, Jin Woo Park, Jun Young Park, Hoon-Keun Lee, Jaeyul Choo, Andong National Univesity, Korea (South)
WE-A6.1P.5: Fast and Accurate Deep Learning Regression of Antenna Impedance-Matching Over Wideband Spectrum
Abdullah Abdelrahman, Ahmed Kishk, Concordia University, Canada
WE-A6.1P.6: IFA Design Simplified: an MLP-Based Geometrical Parameter Prediction From Expected Performance
Julian Roqui, Francesco Positano, Alain Pegatoquet, Université côte d'Azur, UMR CNRS 7248, France; Leonardo Lizzi, University of Trento, Italy
WE-A6.1P.7: Physics Embedded Neural Networks with Interpolation for 1D Finite Element Problems
Pawan Gaire, Shubhendu Bhardwaj, University of Nebraska-Lincoln, United States
WE-A6.1P.8: EM-knowledge based and AI Assisted Design of High-Gain Filtering Patch Antenna
Yuheng Chen, Junhui Ou, South China University of Technology, China
WE-A6.1P.9: Accelerated Convergence in GA-Based Patch Antenna Optimization Using Fuzzy Logic and Machine Learning
Abdelbaki Zeghdoud, Mohammed Cherif Derbal, Mourad Nedil, University of Quebec in Abitibi-Temiscamingue, Canada
WE-A6.1P.10: Deep Learning-Based Radar Data Augmentation for People Counting
Kyuhwan Hwang, Ajou University, Korea (South); Soyeong Lee, LIG NEX1, Korea (South); Dohyeon Lee, Ajou University, Korea (South); Daeyeong Yoon, LIG NEX1, Korea (South); Kyunghwan Park, Electronics and Telecommunications Research Institute, Korea (South); Yong Bae Park, Ajou University, Korea (South)
Resources
No resources available.