@article{picbenchbenchmarkingllmsforphotonic, title = {PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design}, author = {Yuchao Wu and Xiaofei Yu and Hao Chen and Yang Luo and Yeyu Tong and Yuzhe ma}, year = {2025}, eprint = {2502.03159}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.03159v1}, }