@article{recurrentunetbasedgraphneuralnetwork, title = {Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming}, author = {Yingxue Zhao and Qianyi Chen and Haoran Li and Haosu Zhou and Hamid Reza Attar and Tobias Pfaff and Tailin Wu and Nan Li}, year = {2025}, eprint = {2507.11547}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.11547v1}, }