Messerly, Richard A.

Predicting phosphorescence energies and inferring wavefunction localization with machine learning

We address phosphorescence, a localized phenomenon, by building localization layers into a DNN model of singlet–triplet energy gaps. These layers improve model performance and simultaneously infer the location of spin excitations within molecules.