@article{pdsovnetaphysicsdrivensecondordervibrati, title = {PD-SOVNet: A Physics-Driven Second-Order Vibration Operator Network for Estimating Wheel Polygonal Roughness from Axle-Box Vibrations}, author = {Xiancheng Wang and Lin Wang and Rui Wang and Zhibo Zhang and Minghang Zhao and Xiaoheng Zhang and Zhongyue Tan and Kaitai Mao}, year = {2026}, eprint = {2604.06620}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.06620}, }