activity
20192026
most citedPerformance Assessment of Universal Machine Learning Interatomic Potentials: Challenges and Directions for Materials' Surfaces

112 citations · 716 across the 24 of their papers we have counts for

collaborators
Showing 2022Show all

5 papers · 1 filter

cond-mat.mes-hall2022★ 18 cited

Lattice reconstruction in MoSe-WSe heterobilayers synthesized by chemical vapor deposition

Zhijie Li, Farsane Tabataba-Vakili, Shen Zhao +11

Vertical van der Waals heterostructures of semiconducting transition metal dichalcogenides realize moiré systems with rich correlated electron phases and moiré exciton phenomena. F…

cs.LG2022★ 1 cited

First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces

Marios Mattheakis, Gabriel R. Schleder, Daniel T. Larson +1

Physics-informed neural networks have been widely applied to learn general parametric solutions of differential equations. Here, we propose a neural network to discover parametric…

cond-mat.mtrl-sci2022★ 17 cited

Domain-dependent surface adhesion in twisted few-layer graphene: Platform for moiré-assisted chemistry

Valerie Hsieh, Dorri Halbertal, Nathan R. Finney +13

Twisted van der Waals multilayers are widely regarded as a rich platform to access novel electronic phases, thanks to the multiple degrees of freedom such as layer thickness and tw…

cond-mat.mtrl-sci2022★ 32 cited

Twistronics of Janus transition metal dichalcogenide bilayers

Mattia Angeli, Gabriel R. Schleder, Efthimios Kaxiras

Twisted multilayers of two-dimensional (2D) materials are an increasingly important platform for investigating quantum phases of matter, and in particular, strongly correlated elec…

cond-mat.mes-hall2022★ 78 cited

Connecting Higher-Order Topology with the Orbital Hall Effect in Monolayers of Transition Metal Dichalcogenides

Marcio Costa, Bruno Focassio, Tarik P. Cysne +5

Monolayers of transition metal dichalcogenides (TMDs) in the 2H structural phase have been recently classified as higher-order topological insulators (HOTI), protected by rot…