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20122022
most citedMachine-learning based interatomic potential for phonon transport in perfect crystalline Si and crystalline Si with vacancies

73 citations · 239 across the 9 of their papers we have counts for

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5 papers · 1 filter

cond-mat.mtrl-sci2021★ 1 cited

Transient Hydrodynamic Lattice Cooling by Picosecond Laser Irradiation of Graphite

Jihoon Jeong, Xun Li, Sangyeop Lee +2

Recent theories and experiments have suggested hydrodynamic phonon transport features in graphite at unusually high temperatures. Here, we report a pico-second pump-probe thermal r…

cond-mat.mtrl-sci2019★ 1 cited

Ab initio phonon transport across grain boundaries in graphene using machine learning based on small dataset

Amirreza Hashemi, Ruiqiang Guo, Keivan Esfarjani +1

Establishing the structure-property relationship for grain boundaries (GBs) is critical for developing next generation functional materials, but has been severely hampered due to i…

cond-mat.mtrl-sci2019★ 73 cited

Machine-learning based interatomic potential for phonon transport in perfect crystalline Si and crystalline Si with vacancies

Hasan Babaei, Ruiqiang Guo, Amirreza Hashemi +1

We report that single interatomic potential, developed using Gaussian regression of density functional theory calculation data, has high accuracy and flexibility to describe phonon…

cond-mat.mtrl-sci2018★ 23 cited

Thermal resistance by transition between collective and non-collective phonon flows in graphitic materials

Sangyeop Lee, Xun Li, Ruitiang Guo

Phonons in graphitic materials exhibit strong normal scattering (N-scattering) compared to umklapp scattering (U-scattering). The strong N-scattering cause collective phonon flow,…

cond-mat.mtrl-sci2012★ 9 cited

Critical role of next-nearest-neighbor interlayer interaction in magnetic behavior of magnetic/nonmagnetic multilayers

Sunjae Chung, Sangyep Lee, Taehee Yoo +9

We report magnetoresistance data in magnetic semiconductor multilayers, which exhibit a clear step-wise behavior as a function of external field. We attribute this highly non-trivi…