Marc K. Ickler

A Function-Centric Graph Neural Network Approach for Predicting Electron Densities

Electronic structure predictions are relevant for a wide range of applications, from drug discovery to materials science. Since the cost of purely quantum mechanical methods can be prohibitive, machine learning surrogates are used to predict the result of these calculations. This work introduces the…