10-15 July 2022 • Denver, Colorado, USA

IEEE AP-S/URSI 2022

10-15 July 2022 • Denver, Colorado, USA

TU-A1.2P: Advance Applications of Artificial Intelligence and Deep Learning
Tue, 12 Jul, 15:20 - 17:00 Denver Time (UTC -6)
Location: Granite A/B/C
Session Co-Chairs: George Shaker, University of Waterloo and Jian-Ming Jin, University of Illinois at Urbana-Champaign
Track: AP-S: Antennas
Tue, 12 Jul, 15:20 - 15:40 Denver Time (UTC -6)

TU-A1.2P.1: Time-Domain Electromagnetic Analysis using Graph Neural Networks

Oameed Noakoasteen, Christos Christodoulou, University of New Mexico, United States; Sotirios Goudos, Aristotle University of Thessaloniki, Greece
Tue, 12 Jul, 15:40 - 16:00 Denver Time (UTC -6)

TU-A1.2P.2: Physics-Embedded Machine Learning for Efficient Modeling of High-Frequency Circuits

Yanan Liu, Hongliang Li, Jian-Ming Jin, University of Illinois at Urbana-Champaign, United States
Tue, 12 Jul, 16:00 - 16:20 Denver Time (UTC -6)

TU-A1.2P.3: Unsupervised Learning for Hallway Gait Analysis using FMCW Radar

Hajar Abedi, Plinio P Morita, Jennifer Boger, Alexander Wong, George Shaker, University of Waterloo, Canada
Virtual Presentation
Tue, 12 Jul, 16:20 - 16:40 Denver Time (UTC -6)

TU-A1.2P.4: Deep Learning Enhanced Microwave Imaging for Hyperthermia Treatment Monitoring

Álvaro Yago Ruiz, Marta Cavagnaro, Sapienza university of Rome, Italy; Alexandra Prokhorova, Marko Helbig, Technische Universität Ilmenau, Germany; Lorenzo Crocco, National research council of Italy, Italy
Virtual Presentation
Tue, 12 Jul, 16:40 - 17:00 Denver Time (UTC -6)

TU-A1.2P.5: Accelerated Inversion of Short Offset Transient EM Data Using Supervised Descent Method

Liting Rao, Xi’an Shiyou University,Institute of Geology and Geophysics, Chinese Academy of Sciences, China; Guoqiang Xue, Xin Wu, Institute of Geology and Geophysics, Chinese Academy of Sciences, China; Bo Dang, Ruirong Dang, Xi’an Shiyou University, China