Data-driven Approaches to Surrogate Machine Learning Model Development

H. Rhys Jones, Tingting Mu, Andrei C. Popescu +1

We demonstrate the adaption of three established methods to the field of surrogate machine learning model development. These methods are data augmentation, custom loss functions an…