The False Promise of Zero-Shot Super-Resolution in Machine-Learned Operators

Mansi Sakarvadia, Kareem Hegazy, Amin Totounferoush +4

A core challenge in scientific machine learning, and scientific computing more generally, is modeling continuous phenomena which (in practice) are represented discretely. Machine-l…