MCP framework enables LLMs to autonomously generate inverse design codes for Huygens meta-atoms using TorchRDIT solver, with structured prompting outperforming natural language in quality, efficiency, and error reduction.
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MCP-Enabled LLM for Meta-optics Inverse Design: Leveraging Differentiable Solver without LLM Expertise
MCP framework enables LLMs to autonomously generate inverse design codes for Huygens meta-atoms using TorchRDIT solver, with structured prompting outperforming natural language in quality, efficiency, and error reduction.