TU-A5.1P.10

Uncertainty analysis of the surrogated model of microstrip filter based on ensemble adversarial learning

Haoqiang Deng, Kuiwen Xu, Peng Zhao, Shichang Chen, Hangzhou Dianzi University, China; Qingfeng Zhang, Southern University of Science and Technology, China
Session:
Focused session on Physics-assisted learning and optimization techniques for Inverse Problems Oral
Track:
AP-S: Propagation and Scattering
Location:
Spadolini: 1-10
Session Time:
Tue, 16 Jul, 13:40 - 17:20
Presentation Time:
Tue, 16 Jul, 17:00 - 17:20
Session Co-Chairs:
Martina Teresa Bevacqua, Università degli Studi Mediterranea di Reggio Calabria and Rosa Scapaticci, IREA-CNR and Santi Concetto Pavone, Università di Catania
Presentation
Discussion
Session TU-A5.1P
TU-A5.1P.1: Adaption of subspace based optimization method for dark field microscopy data
Yingying Qin, Ankit Butola, Krishna Agarwal, UiT The Arctic University of Norway, Norway
TU-A5.1P.2: Towards 3D Scalar Quantitative Imaging of Dielectric Targets via Virtual Experiments
Martina Teresa Bevacqua, Università degli Studi Mediterranea di Reggio Calabria, Italy; Loreto Di Donato, Università degli Studi di Catania, Italy; Tommaso Isernia, Università degli Studi Mediterranea di Reggio Calabria, Italy
TU-A5.1P.3: Physics-Assisted Learning for 3D Imaging using mm-Wave MIMO System
Tiantian Yin, Xudong Chen, National University of Singapore, Singapore
TU-A5.1P.4: Support Vector Machine for Multiclass Contaminant Classification in Food Products using Microwave Sensing
Ali Darwish, Politecnico di Torino/Université Cote d'Azur, France; Marco Ricci, Politecnico di Torino, Italy; Claire Migliaccio, Université Cote d'Azur, France; Jorge Alberto Tobon Vasquez, Francesca Vipiana, Politecnico di Torino, Italy
TU-A5.1P.5: Robust Iterative Permittivity Inversion Method Based on Reduced Order Models
Tianchen Shao, Tsinghua University, China; Zekui Jia, Purdue University, United States; Maokun Li, Fan Yang, Shenheng Xu, Tsinghua University, China
TU-A5.1P.6: Geometrical Properties Inversion of Quadric Surfaces
Xu Zhang, Feng Xu, Fudan University, China; Alejandro Frery, Victoria University of Wellington, New Zealand; Ya-Qiu Jin, Fudan University, China
TU-A5.1P.7: System-by-Design for Inverse Problems: Recent Advances and Future Trends
Marco Salucci, ELEDIA@UniTN - University of Trento, Italy; Zhichao Lin, ELEDIA@TSINGHUA - Tsinghua University, China; Samantha Lusa, Lorenzo Poli, Alessandro Polo, Pietro Rosatti, Aaron Angel Salas-Sanchez, Luca Tosi, Andrea Massa, ELEDIA@UniTN - University of Trento, Italy
TU-A5.1P.8: A Tandem Neural Network for Electromagnetic Inverse Design
Roberta Palmeri, Università Mediterranea di Reggio Calabria, Italy; Alvaro Yago Ruiz, MiWENdo Solutions, Italy; Rosa Scapaticci, IREA-CNR, Italy; Tommaso Isernia, Università Mediterranea di Reggio Calabria, Italy; Lorenzo Crocco, IREA-CNR, Italy
TU-A5.1P.9: Holographic Inspire Reflectarray for Orbital Angular Momentum Multiplexing using Optimization Based on Support Vector Regression
Álvaro F. Vaquero, Jesús A. López-Fernández, Manuel Arrebola, Universidad de Oviedo, Spain
TU-A5.1P.10: Uncertainty analysis of the surrogated model of microstrip filter based on ensemble adversarial learning
Haoqiang Deng, Kuiwen Xu, Peng Zhao, Shichang Chen, Hangzhou Dianzi University, China; Qingfeng Zhang, Southern University of Science and Technology, China
Resources
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