Abstract
For accelerating design procedure of compact and efficient on-chip nano-photonics and to aid computationally expensive, time-exhaustive state-of-the-art iterative simulation schemes, regression-based machine-learning models are demonstrated that predict the optical response and structural parameters of the meta-atoms.
Original language | English |
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Title of host publication | Proceedings of the 2022 Conference on Lasers and Electro-Optics Pacific Rim |
Publisher | Optica Publishing Group |
Publication status | Published - 2022 |