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S. Campbell

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#machine learning Review Aug 2026

A Comprehensive Review of Large Language Models for Nanophotonics: From Surrogate Modeling to Autonomous Design

This review surveys how Large Language Models are adding semantic interfaces, code generation, and tool orchestration to established numerical nanophotonic workflows, and looks ahead to the next generation of multimodal foundation models with physical perception capabilities.

Huanshu Zhang, Kegeng Tang, Lei Kang et al. · 1 citation