1 citations · 1 across the 3 of their papers we have counts for
3 papers
Approaches for Uncertainty Quantification of AI-predicted Material Properties: A Comparison
Francesca Tavazza, Kamal Choudhary, Brian DeCost
The development of large databases of material properties, together with the availability of powerful computers, has allowed machine learning (ML) modeling to become a widely used…
Rapid Prediction of Phonon Structure and Properties using an Atomistic Line Graph Neural Network (ALIGNN)
Ramya Gurunathan, Kamal Choudhary, Francesca Tavazza
The phonon density-of-states (DOS) summarizes the lattice vibrational modes supported by a structure, and gives access to rich information about the material's stability, thermodyn…
Bonding characteristics of the interfacial buffer layer in epitaxial graphene via density functional theory
Alana Okullo, Heather M. Hill, Albert F. Rigosi +3
Monolayer epitaxial graphene is an appropriate candidate for a wide variety of electronic and optical applications. One advantage of growing graphene on the Si face of SiC is that…