@article{250301046, title = {MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure}, author = {Pingchuan Ma and Zhengqi Gao and Meng Zhang and HaoYu Yang and Mark Ren and Rena Huang and Duane S. Boning and Jiaqi Gu}, year = {2025}, eprint = {2503.01046}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.01046v1}, }