When does deep learning fail and how to tackle it? A critical analysis on polymer sequence-property surrogate models

Himanshu, Tarak K Patra

Deep learning models are gaining popularity and potency in predicting polymer properties. These models can be built using pre-existing data and are useful for the rapid prediction…