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20192026
most citedMultifunctional Metasurface Design with a Generative Adversarial Network

25 citations · 70 across the 9 of their papers we have counts for

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physics.comp-ph2025★ 6 cited

MCP-Enabled LLM for Meta-optics Inverse Design: Leveraging Differentiable Solver without LLM Expertise

Yi Huang, Bowen Zheng, Yunxi Dong +5

Automatic differentiation (AD) enables powerful metasurface inverse design but requires extensive theoretical and programming expertise. We present a Model Context Protocol (MCP) a…