Prediction of sodium binding energy on 2D VS₂via machine learning: a robust accompanying method to ab initio random structure searching

Abstract

In this work, we employed back-propagation neural network (BPNN) in predicting the energetics of different sodium adsorption phases on monolayer VS2 generated via ab-initio random structure searching (AIRSS). Two key...