LCAP: Population-Informed Latent Chip Adaptation from Few Output Probes for Photonic Neural Networks

Tianyu Gao, Guantian Zheng

Photonic neural networks (PNNs) offer efficient analog inference, but parameters optimized under ideal device models can degrade after fabrication, creating a persistent simulation…