Operator Learning Using Random Features: A Tool for Scientific Computing

Nicholas H. Nelsen, Andrew M. Stuart

Supervised operator learning centers on the use of training data, in the form of input-output pairs, to estimate maps between infinite-dimensional spaces. It is emerging as a power…