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Wen-Yan Yin on Muck Rack

Wen-Yan Yin

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Articles

Current-diffusion model for metasurface structure discoveries with spatial-frequency dynamics - Nature Machine Intelligence

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By Enze Zhu, Zongyin Yang, Wen-Yan Yin
| Nature Verified
Abstract In AI-driven metamaterials discovery, designing metasurfaces requires extrapolation to unexplored performance regimes to discover new structures. Here we introduce MetaAI, a physics-aware current-diffusion framework that synergizes spatial topologies and frequency-domain responses to discover non-intuitive metasurface architectures.
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