Before revision:  We find that GPR can offer several advantages over an ANN, constituting a viable and computationally inexpensive non-intrusive RBM .
After revision:  We find that GPR can offer several advantages over an ANN, constituting a viable and computationally inexpensive non-intrusive ROM. Additionally, the framework is open-sourced to serve as a starting point for other practitioners and facilitate the use of ROM in general engineering workflows .