@article{tadpoleautoencodersasfoundationmodelsfor, title = {Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning}, author = {Qiang Liu and Felix Koehler and Benjamin Holzschuh and Nils Thuerey}, year = {2026}, eprint = {2605.15284}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.15284}, }