@article{diffpdemaskeddiffusionlanguagemodelsaspd, title = {DiffPDE: Masked Diffusion Language Models as PDE Solver}, author = {Wenxuan Guo and Yuyang Hong and Lubin Fan and Zhaojin Fu and Lin Chen and Kun Ding and Shiming Xiang}, year = {2026}, eprint = {2608.30532}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.30532}, }