Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning

Qiang Liu, Felix Koehler, Benjamin Holzschuh +1

We introduce Tadpole, a novel foundation model for three-dimensional partial differential equations (PDEs) that addresses key challenges in transferability, scalability to high dim…