InterMat: Accelerating Band Offset Prediction in Semiconductor Interfaces with DFT and Deep Learning

Kamal Choudhary, Kevin Garrity

We introduce a computational framework (InterMat) to predict band offsets of semiconductor interfaces using density functional theory (DFT) and graph neural networks (GNN). As a fi…