@article{unsuperviseddeeplearningmodelforfast, title = {Unsupervised deep learning model for fast energy layer pre-selection of delivery-efficient proton arc therapy plan optimization of nasopharyngeal carcinoma}, author = {Bohan Yang and Gang Liu and Rirao Dao and Yujia Qian and Ke Shi and Anke Tang and Yong Luo and Jingnan Liu}, year = {2025}, eprint = {2506.15803}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.15803v1}, }