Polarization dependent bound states in continuum in a tetramer metasurface discovered by random forest algorithm.
Journal:
Scientific reports
Published Date:
Jul 31, 2025
Abstract
A tetramer metasurface with strong coupling of meta-atoms under C symmetry is proposed to realize polarization-dependent bound states in continuum (BICs) with the random forest regressor algorithm assistance. The quality (Q) factor of quasi-BIC correlates with the centralization degree of the tetramer structure, which is determined by the photonic band characteristics. The quasi-BIC is dominated by a hybrid of electric dipole and quadrupole in E polarization (Q > 10), whereas only electric dipole dominates quasi-BIC (Q > 10) in E polarization. These findings demonstrate a novel strategy to achieve ultrahigh Q-factor resonances in terahertz photonics.
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