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Inverse design enables large-scale high-performance meta-optics reshaping virtual reality.


ABSTRACT: Meta-optics has achieved major breakthroughs in the past decade; however, conventional forward design faces challenges as functionality complexity and device size scale up. Inverse design aims at optimizing meta-optics design but has been currently limited by expensive brute-force numerical solvers to small devices, which are also difficult to realize experimentally. Here, we present a general inverse-design framework for aperiodic large-scale (20k × 20k λ2) complex meta-optics in three dimensions, which alleviates computational cost for both simulation and optimization via a fast approximate solver and an adjoint method, respectively. Our framework naturally accounts for fabrication constraints via a surrogate model. In experiments, we demonstrate aberration-corrected metalenses working in the visible with high numerical aperture, poly-chromatic focusing, and large diameter up to the centimeter scale. Such large-scale meta-optics opens a new paradigm for applications, and we demonstrate its potential for future virtual-reality platforms by using a meta-eyepiece and a laser back-illuminated micro-Liquid Crystal Display.

SUBMITTER: Li Z 

PROVIDER: S-EPMC9064995 | biostudies-literature | 2022 May

REPOSITORIES: biostudies-literature

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Inverse design enables large-scale high-performance meta-optics reshaping virtual reality.

Li Zhaoyi Z   Pestourie Raphaël R   Park Joon-Suh JS   Huang Yao-Wei YW   Johnson Steven G SG   Capasso Federico F  

Nature communications 20220503 1


Meta-optics has achieved major breakthroughs in the past decade; however, conventional forward design faces challenges as functionality complexity and device size scale up. Inverse design aims at optimizing meta-optics design but has been currently limited by expensive brute-force numerical solvers to small devices, which are also difficult to realize experimentally. Here, we present a general inverse-design framework for aperiodic large-scale (20k × 20k λ<sup>2</sup>) complex meta-optics in thr  ...[more]

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