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

Zhang, Huanshu, Tang, Kegeng, Kang, Lei, Campbell, Sawyer D., Wang, Zihao, Werner, Douglas H.

Open source

DOI
10.48550/arxiv.2608.18279
Published
2026
Container
Not recorded
Publisher
arXiv
Open access
no

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BibTeX

@article{allodium:10.48550/arxiv.2608.18279,
  title = {A Comprehensive Review of Large Language Models for Nanophotonics: From Surrogate Modeling to Autonomous Design},
  author = {Zhang, Huanshu and Tang, Kegeng and Kang, Lei and Campbell, Sawyer D. and Wang, Zihao and Werner, Douglas H.},
  year = {2026},
  doi = {10.48550/arxiv.2608.18279},
  url = {https://doi.org/10.48550/arxiv.2608.18279}
}

RIS

TY  - JOUR
TI  - A Comprehensive Review of Large Language Models for Nanophotonics: From Surrogate Modeling to Autonomous Design
AU  - Zhang, Huanshu
AU  - Tang, Kegeng
AU  - Kang, Lei
AU  - Campbell, Sawyer D.
AU  - Wang, Zihao
AU  - Werner, Douglas H.
PY  - 2026
DO  - 10.48550/arxiv.2608.18279
UR  - https://doi.org/10.48550/arxiv.2608.18279
ER  - 

APA

Huanshu, Z., Kegeng, T., Lei, K., D., C. S., Zihao, W., & H., W. D. (2026). A Comprehensive Review of Large Language Models for Nanophotonics: From Surrogate Modeling to Autonomous Design. https://doi.org/10.48550/arxiv.2608.18279

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