@inproceedings{ijcai2026p630, title = {PerFlow: Physics-Embedded Rectified Flow for Efficient Reconstruction and Uncertainty Quantification of Spatiotemporal Dynamics}, author = {Zhou, Hao and Zhang, Rui and Wan, Han and Sun, Hao}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {5656--5664}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/630}, url = {https://doi.org/10.24963/ijcai.2026/630}, }