2 papers
physics.comp-ph2019
Inverse Structural Design of Graphene/Boron Nitride Hybrids by Regressional GAN
Yuan Dong, Dawei Li, Chi Zhang +5
Inverse design of materials with desired properties is currently laborious and heavily relies on intuition of researchers through a trial-and-error process. The massive combination…
cond-mat.mtrl-sci2018
Deep Learning Bandgaps of Topologically Doped Graphene
Yuan Dong, Chuhan Wu, Chi Zhang +3
Manipulation of material properties via precise doping affords enormous tunable phenomena to explore. Recent advance shows that in the atomic and nano scales topological states of…