Personal profile
In Korean
김수란 교수(사범대학 물리교육과)
Education
o (2008) B.S., Pohang University of Science and Technology
o (2011) M.S., Pohang University of Science and Technology
o (2015) Ph.D., Pohang University of Science and Technology
o (2011) M.S., Pohang University of Science and Technology
o (2015) Ph.D., Pohang University of Science and Technology
Professional Experience
o (2023~Present) Associate Professor, Kyungpook National University, Daegu
o (2018~2023) Assistant Professor, Kyungpook National University, Daegu
o (2016~2018) Post-doctoral Fellow in Materials Science, Harvard University
o (2015~2016) Post-doctoral Fellow, Max Planck POSTECH Center for Complex Phase Materials
o (2018~2023) Assistant Professor, Kyungpook National University, Daegu
o (2016~2018) Post-doctoral Fellow in Materials Science, Harvard University
o (2015~2016) Post-doctoral Fellow, Max Planck POSTECH Center for Complex Phase Materials
Research Interests
Phase transitions in strongly-correlated materials
Novel phenomena in Battery/Energy storage materials
Machine learning and high-throughput calculations
Novel phenomena in Battery/Energy storage materials
Machine learning and high-throughput calculations
Major Research Achievements
"An Ab Initio Study of the Origin of Structural Stability in P2-NaMnO2 with Li Doping at High Voltage" J. Phys. Chem. Lett. 15 1347 (2024)
"Machine learning of kesterite materials using cost-effective hybrid density functional theory" Curr. Appl. Phys. 59 214 (2024)
"First-principles study on Small Polaron and Li diffusion in layered LiCoO2" Phys. Chem. Chem. Phys. 25 27848 (2023)
"Phonon study of Jahn–Teller distortion and phase stability in NaMnO2 for sodium-ion Batteries" J. Appl.Phys. 132, 055101 (2022)
"Machine-Learning-Guided Prediction Models of Critical Temperature of Cuprates" J. Phys. Chem. Lett., 12, 26, 6211 (2021) selected as a front cover
"Quantification of Coulomb interactions in layered lithium and sodium battery cathode materials" Phys. Rev. Mater.5, 035404 (2021)
"A study of Cu doping effects in P2-Na0.75Mn0.6Fe0.2(CuxNi0.2-x)O2 layered cathodes for Na-ion batteries" Batteries & Supercaps, 3, 376 (2020)
"Pressure-induced phase transitions and superconductivity in magnesium carbides" Sci. Rep. 9, 20253 (2019)
"Role of Coulomb Correlations in the Charge Density Wave of CuTe” Phys. Rev. B 100, 054112 (2019)
"Apical Charge Flux-modulated In-plane Transport Properties in Cuprate Superconductors” Phys. Rev. Lett. 121, 157001 (2018)
"Machine learning of kesterite materials using cost-effective hybrid density functional theory" Curr. Appl. Phys. 59 214 (2024)
"First-principles study on Small Polaron and Li diffusion in layered LiCoO2" Phys. Chem. Chem. Phys. 25 27848 (2023)
"Phonon study of Jahn–Teller distortion and phase stability in NaMnO2 for sodium-ion Batteries" J. Appl.Phys. 132, 055101 (2022)
"Machine-Learning-Guided Prediction Models of Critical Temperature of Cuprates" J. Phys. Chem. Lett., 12, 26, 6211 (2021) selected as a front cover
"Quantification of Coulomb interactions in layered lithium and sodium battery cathode materials" Phys. Rev. Mater.5, 035404 (2021)
"A study of Cu doping effects in P2-Na0.75Mn0.6Fe0.2(CuxNi0.2-x)O2 layered cathodes for Na-ion batteries" Batteries & Supercaps, 3, 376 (2020)
"Pressure-induced phase transitions and superconductivity in magnesium carbides" Sci. Rep. 9, 20253 (2019)
"Role of Coulomb Correlations in the Charge Density Wave of CuTe” Phys. Rev. B 100, 054112 (2019)
"Apical Charge Flux-modulated In-plane Transport Properties in Cuprate Superconductors” Phys. Rev. Lett. 121, 157001 (2018)
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Collaborations and top research areas from the last five years
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Comparison of SCAN + U and r2SCAN + U for charge density wave instability and lattice dynamics in CuTe
Ju, S. & Kim, S., 2026, (Accepted/In press) In: Journal of the Korean Physical Society.Research output: Contribution to journal › Article › peer-review
Open Access -
Correlation effects on magnetic structure and lattice dynamics of LaMn7O12: A first-principles study
Jung, H., Reddy, I. R., Kim, B., Kim, J. & Kim, S., Feb 2026, In: Current Applied Physics. 83, p. 59-64 6 p.Research output: Contribution to journal › Article › peer-review
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Convergence Analysis and Predictions for Optimizing Reciprocal Grids: A First-Principles and Machine Learning Study
Byun, J., Lee, D., Hwang, E., Kim, S. & Park, J. S., 9 Jan 2025, In: Journal of Physical Chemistry A. 129, 1, p. 367-372 6 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
An Ab Initio Study of the Origin of Structural Stability in P2-NaMnO2 with Li Doping at High Voltage
Kim, H., Kim, K. & Kim, S., 8 Feb 2024, In: Journal of Physical Chemistry Letters. 15, 5, p. 1347-1354 8 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A study of machine-learning-derived formulas using artificially generated dataset
Lee, D. & Kim, S., Jul 2024, In: Journal of the Korean Physical Society. 85, 2, p. 169-174 6 p.Research output: Contribution to journal › Article › peer-review