@article{waveynetphysicsaugmenteddeeplearningfor, title = {WaveY-Net: Physics-augmented deep learning for high-speed electromagnetic simulation and optimization}, author = {Mingkun Chen and Robert Lupoiu and Chenkai Mao and Der-Han Huang and Jiaqi Jiang and Philippe Lalanne and Jonathan A. Fan}, year = {2022}, eprint = {2203.01248}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2203.01248v1}, }