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- W3210043212 abstract "Abstract Applying intelligence algorithms to conceive nanoscale meta-devices becomes a flourishing and extremely active scientific topic over the past few years. Inverse design of functional nanostructures is at the heart of this topic, in which artificial intelligence (AI) furnishes various optimization toolboxes to speed up prototyping of photonic layouts with enhanced performance. In this review, we offer a systemic view on recent advancements in nanophotonic components designed by intelligence algorithms, manifesting a development trend from performance optimizations towards inverse creations of novel designs. To illustrate interplays between two fields, AI and photonics, we take meta-atom spectral manipulation as a case study to introduce algorithm operational principles, and subsequently review their manifold usages among a set of popular meta-elements. As arranged from levels of individual optimized piece to practical system, we discuss algorithm-assisted nanophotonic designs to examine their mutual benefits. We further comment on a set of open questions including reasonable applications of advanced algorithms, expensive data issue, and algorithm benchmarking, etc. Overall, we envision mounting photonic-targeted methodologies to substantially push forward functional artificial meta-devices to profit both fields." @default.
- W3210043212 created "2021-11-08" @default.
- W3210043212 creator A5016972157 @default.
- W3210043212 creator A5043839950 @default.
- W3210043212 creator A5053974464 @default.
- W3210043212 creator A5070882920 @default.
- W3210043212 creator A5077916544 @default.
- W3210043212 creator A5082786719 @default.
- W3210043212 date "2021-10-23" @default.
- W3210043212 modified "2023-10-18" @default.
- W3210043212 title "Intelligent designs in nanophotonics: from optimization towards inverse creation" @default.
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