Nathan M. Urban

Data-Augmented Few-Shot Neural Emulator for Computer-Model System Identification

2025 · arXiv (Cornell University)

Partial differential equations (PDEs) underpin the modeling of many natural and engineered systems. It can be convenient to express such models as neural PDEs rather than using traditional numerical PDE solvers by replacing part or …