Kyeongpung Lee

Seoul National University — South Korea

Materials Science · Physical Sciences

6h-index127citations10works0.02yr avg
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Research Topics

Machine Learning in Materials Science(5), Electronic and Structural Properties of Oxides(3), X-ray Diffraction in Crystallography(3), Chalcogenide Semiconductor Thin Films(2), Phase-change materials and chalcogenides(2)

Publications10 total

<i>Ab initio</i> construction of full phase diagram of MgO-CaO eutectic system using neural network interatomic potentials
Physical Review Materials·2022· 9 cited
$\textit{Ab initio}$ construction of full phase diagram of MgO-CaO eutectic system using neural network interatomic potentials
arXiv (Cornell University)·2022Open Access
Accelerated computation of lattice thermal conductivity using neural network interatomic potentials
Computational Materials Science·2022· 15 citedOpen Access
Case Report: Trans-Articular External Skeletal Fixation of the Hip for a Highly Comminuted Juxta-Articular Fracture of the Proximal Femur Caused by Gunshot Injury in a Cat
Frontiers in Veterinary Science·2021· 1 citedOpen Access
Correction: Suppression of metal-to-insulator transition using strong interfacial coupling at cubic and orthorhombic perovskite oxide heterointerfaces
Nanoscale·2021Open Access
Training machine-learning potentials for crystal structure prediction using disordered structures
Physical review. B./Physical review. B·2020· 35 citedOpen Access
Crystallization of amorphous GeTe simulated by neural network potential addressing medium-range order
Computational Materials Science·2020· 37 cited
A theoretical study on crystallization of chalcogenides via neural network potential
Bulletin of the American Physical Society·2020
First-principles calculations on effects of Al and Ga dopants on atomic and electronic structures of amorphous Ge2Sb2Te5
Journal of Applied Physics·2019· 13 cited
First-principles study on the negative-<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"><mml:mi>U</mml:mi></mml:math> behavior of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"><mml:mi>K</mml:mi></mml:math> centers in amorphous <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"><mml:msub><mml:mi>Si</mml:mi><mml:mn>3</mml:mn></mml:msub><mml:msub><mml:mrow><mml:mrow><mml:mi mathvariant="normal">N</mml:mi></mml:mrow></mml:mrow><mml:mrow><mml:mn>4</mml:mn><mml:mo>−</mml:mo><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:math>
Physical Review Applied·2018· 17 cited

Frequent Co-authors

Seungwu Han(9), Dong-Heon Lee(4), Wonseok Jeong(4), Dongsun Yoo(2), Jeong Min Choi(2), Gijae Kang(2), Jeenu Kim(2), Yutack Park(2), Chang‐Ho Hong(1), Sungwoo Kang(1), Suyeon Ju(1), Jisu Jung(1), Yong Youn(1), Sangtae Kim(1), Minseok Moon(1), Sung-Joon Yoon(1), Hyun‐Jung Han(1), Hun‐Young Yoon(1), Kyuhyun Lee(1), Woonbae Sohn(1)