HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions

Rafael Bischof, Michal Piovarči, Michael A. Kraus +2

We present HyPINO, a multi-physics neural operator designed for zero-shot generalization across a broad class of PDEs without requiring task-specific fine-tuning. Our approach comb…