Quantifying the Impact of Lossy Compression on Neural Generative Surrogate Modeling

Zhimin Li, Harshitha Menon, Charles Jekel +2

Neural networks are used as generative surrogate models for scientific discovery, which are trainable approximations of scientific simulations. These models enable users to replace…