When single layers of 2D materials are stacked on top of one another with a small twist in
orientation, the resulting structure often involves incommensurate moiré patterns. In these …

Moiré graphene systems have attracted considerable attention in the past 3 years because
they exhibit exotic phenomena including correlated insulating states, unconventional …

Transport experiments in twisted bilayer graphene have revealed multiple superconducting
domes separated by correlated insulating states,,,–. These properties are generally …

The combination of deep learning and ab initio calculation has shown great promise in
revolutionizing future scientific research, but how to design neural network models …

Tailoring electron transfer dynamics across solid–liquid interfaces is fundamental to the
interconversion of electrical and chemical energy. Stacking atomically thin layers with a …

The marriage of density functional theory (DFT) and deep-learning methods has the
potential to revolutionize modern computational materials science. Here we develop a deep …

We develop a two stage renormalization group which connects the continuum Hamiltonian
for twisted bilayer graphene at length scales shorter than the moire superlattice period to the …

Fractional Chern insulators realize the remarkable physics of the fractional quantum Hall
effect (FQHE) in crystalline systems with Chern bands. The lowest Landau level (LLL) is …

The emergence of flat bands and correlated behaviors in “magic angle” twisted bilayer
graphene (tBLG) has sparked tremendous interest, though its many aspects are under …

We use the density matrix renormalization group (DMRG) to study the correlated electron
states favored by the Coulomb interaction projected onto the narrow bands of twisted bilayer …