2026-06-12 Latest Published
By Haohan Xie
Shuning Wei
Wenting Qu
Xinlei Zhang
Chenshan Le
Jinlin Li
Jun Dong
Progress In Electromagnetics Research M, Vol. 138, 55-64, 2026
Abstract
This study presents a broadband, switchable, and bi-functional terahertz device based on the phase transition of vanadium dioxide (VO2). When VO2 is in the metallic state, the device operates as a linear polarization converter (LPC). When VO2 transitions to the insulating state, the device functions as a broadband linear-to-circular polarization converter (LTC-PC). Numerical simulations are conducted to verify the device performance. To further optimize metamaterial performance and accelerate the design process, a deep learning framework that integrates convolutional neural networks (CNNs) and the Transformer architecture via an adaptive mechanism is proposed. Numerical simulations indicate that this LPC achieves a polarization conversion ratio (PCR) exceeding 90% across the 1.92-2.93 THz band and maintains angular stability for incidence angles up to 50°. The LTC-PC operates effectively within the 2.40-4.33 THz range. Featuring broadband operation and bi-functional capabilities, the converter holds significant potential for applications in terahertz imaging, sensing, solar energy harvesting, and communications.