Barely Significant
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MCP-enabled LLM for meta-optics inverse design: leveraging differentiable solver without LLM expertise.

Nanophotonics · 2025 · PMC12717938 · PMID 41426127

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closest p · 0.0× alpha
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highly significantp < 0.001actually significant
Figure 2a statistically reveals highly significant differences of DES between the two prompt strategies ( p < 0.001, | d | = 1.228), with P2 achieving higher mean efficiency than P1 (0.48 vs. 0.23).

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