Deep learning extraction of band structure parameters from density of states: a case study on trilayer graphene

no code implementations • 12 Oct 2022 • Paul Henderson, Areg Ghazaryan, Alexander A. Zibrov, Andrea F. Young, Maksym Serbyn

Next, we use the fast and accurate predictions from the trained network to automatically determine tight-binding parameters directly from experimental data, with extracted parameters being in a good agreement with values in the literature.

Vocal Bursts Valence Prediction