activity
20232026
most citedAccelerated Data-Driven Discovery and Screening of Two-Dimensional Magnets Using Graph Neural Networks

4 citations · 7 across the 4 of their papers we have counts for

collaborators

5 papers

cond-mat.mes-hall2026

Helicity-Selective Electron-Phonon Coupling Between -Partner States in -bilayer MoS

Fred Sun, Jia-An Yan

Rotational symmetry () constrains chiral phonons, but how other symmetries affect their interactions remains largely unexplored. We perform a theoretical and computational stu…

cond-mat.mes-hall2026

Electronic Structure of Multilayer Graphene with Arbitrary Stackings

Fred Sun, Jia-An Yan

Stacking geometry in multilayer graphene (MLG) provides an interesting degree of freedom to engineer its electronic structure near the Fermi level, wherein the linear bands in sing…

cond-mat.mes-hall2025

Magic continuum in multi-moiré twisted trilayer graphene

Li-Qiao Xia, Aviram Uri, Jiaojie Yan +10

Moiré lattices provide a highly tunable platform for exploring the interplay between electronic correlations and band topology. Introducing a second moiré pattern extends this para…

cond-mat.dis-nn2023★ 4 cited

Accelerated Data-Driven Discovery and Screening of Two-Dimensional Magnets Using Graph Neural Networks

Ahmed Elrashidy, James Della-Giustina, Jia-An Yan

In this study, we employ Graph Neural Networks (GNNs) to accelerate the discovery of novel 2D magnetic materials which have transformative potential in spintronics applications. Us…

cond-mat.mtrl-sci2023★ 3 cited

Magnetic Stability, Fermi Surface Topology, and Spin-Correlated Dielectric Response in Monolayer 1T-CrTe2

Ahmed Elrashidy, Jia-An Yan

We have carried out density-functional theory (DFT) calculations to study the magnetic stability of both ferromagnetic (FM) and anti-ferromagnetic (AFM) states in monolayer 1T-CrTe…