Residual Multi-Fidelity Neural Network Computing

Owen Davis, Mohammad Motamed, Raul Tempone

In this work, we consider the general problem of constructing a neural network surrogate model using multi-fidelity information. Motivated by error-complexity estimates for ReLU ne…