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cs.LG2026
Will Accurate Fields Mislead Photonic Design? FromGlobal Accuracy to Port Readout
Yitian Zhang, Yonghong chen, Youming Chen +6
Neural field surrogates can accelerate photonic design loops, but a surrogate that looks accurate in global field error can still mis-rank candidate devices when the final decision…
cs.LG2025★ 1 cited
PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design
Yuchao Wu, Xiaofei Yu, Hao Chen +3
While large language models (LLMs) have shown remarkable potential in automating various tasks in digital chip design, the field of Photonic Integrated Circuits (PICs)-a promising…