@article{physicsbasedflowmatchingforfullfieldpred, title = {Physics-Based Flow Matching for Full-Field Prediction of Silicon Photonic Devices}, author = {Joseph Quaratiello and Anthony Rizzo}, year = {2026}, eprint = {2605.06929}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.06929}, }