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Tackling Multimodal Device Distributions in Inverse Photonic Design using Invertible Neural Networks
Here, we show how a generative modeling approach based on invertible neural networks can provide the full distribution of possible solutions to the inverse design problem and resolve the ambiguity of nanodevice inverse design problems featuring multimodal distributions.
Enhancing human color vision by breaking binocular redundancy
To see color, the human visual system combines the response of three types of cone cells in the retina--a compressive process that discards a significant amount of spectral information.
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