@article{pretrainedvideomodelsasdifferentiablephy, title = {Pretrained Video Models as Differentiable Physics Simulators for Urban Wind Flows}, author = {Janne Perini and Rafael Bischof and Moab Arar and Ayça Duran and Michael A. Kraus and Siddhartha Mishra and Bernd Bickel}, year = {2026}, eprint = {2603.21210}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21210}, }