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Neural 360$^\circ$ Structured Light with Learned Metasurfaces
We have utilized neural 360$^\circ$ structured light for holographic light projection and 3D imaging.
Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning
By learning the optimal policy with a double deep Q-learning network, we design ultra-broadband, biomimetic, perfect absorbers with various materials, based the structure of a moths eye.
Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks
Data-driven design approaches based on deep-learning have been introduced in nanophotonics to reduce time-consuming iterative simulations which have been a major challenge.
Predicting resonant properties of plasmonic structures by deep learning
Deep learning can be used to extract meaningful results from images.
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