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20122025
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

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5 papers · 1 filter

cond-mat.mes-hall2023★ 17 cited

Giant Hall Switching by Surface-State-Mediated Spin-Orbit Torque in a Hard Ferromagnetic Topological Insulator

Lixuan Tai, Haoran He, Su Kong Chong +17

Topological insulators (TI) and magnetic topological insulators (MTI) can apply highly efficient spin-orbit torque (SOT) and manipulate the magnetization with their unique topologi…

cond-mat.mes-hall2022★ 35 cited

Specifics of the Elemental Excitations in "True One-Dimensional" MoI van der Waals Nanowires

Fariborz Kargar, Zahra Barani, Nicholas R. Sesing +15

We report on the temperature evolution of the polarization-dependent Raman spectrum of exfoliated MoI, a van der Waals material with a "true one-dimensional" crystal structure…

cond-mat.mes-hall2021★ 3 cited

Geometric interference in a high-mobility graphene annulus p-n junction device

Son T. Le, Albert F. Rigosi, Joseph A. Hagmann +3

The emergence of interference is observed in the resistance of a graphene annulus pn junction device as a result of applying two separate gate voltages. The observed resistance pat…

cond-mat.mes-hall2020★ 46 cited

Edge Channels of Broken-Symmetry Quantum Hall States in Graphene probed by Atomic Force Microscopy

Sungmin Kim, Johannes Schwenk, Daniel Walkup +12

The quantum Hall (QH) effect, a topologically non-trivial quantum phase, expanded and brought into focus the concept of topological order in physics. The topologically protected qu…

cond-mat.mes-hall2019★ 11 cited

Valley Phenomena in the Candidate Phase Change Material WSeTe

Sean M. Oliver, Joshua Young, Sergiy Krylyuk +3

Alloyed transition metal dichalcogenides provide an opportunity for coupling band engineering with valleytronic phenomena in an atomically-thin platform. However, valley properties…