CMDD @ KAIST
People / Hyeon-Jong Lee
Hyeon-Jong Lee

Graduate Students

Hyeon-Jong Lee

PhD Student ( 1st year)

Research field: Machine-Learning (ML)

[email protected] ↗

Background

2026 ~ : Ph.D. candidate, Mater. Sci. Eng., KAIST

2024 ~ 2026: Master, Mater. Sci. Eng., KAIST

2020 ~ 2024: B.S., Mater. Sci.  Eng., KAIST

Research, publications & activities

Hyeon-Jong Lee

Education

KAIST, Daejeon, Republic of Korea

Ph.D. candidate, Department of Materials Science and Engineering, (2026 ~ current)

M.S., candidate, Materials Science and Engineering  (2024 ~ 2026)

B.S., Materials Science and Engineering (2020 ~ 2024)

Research interests

Machine-Learning

Publications (3)

npj Computational Materials, online published (2026)

Budget-constrained augmentation of universal interatomic potentials for reliable multicomponent molecular dynamics

Hyeon-Jong Lee†, You-Yeob Song†, Hojoon Kim, Minjun Kwon, Seung-Hui Ham, Jae-Seung Kim, Donghun Kim*, Dong-Hwa Seo*

Impact Factor 13.1 · Top 11.3%
Best-ranked category
Materials Science, Multidisciplinary
JCR rank
54 / 472 journals · Top 11.3%
View in Journal Citation Reports ↗
Citation details & BibTeX
@article{pub1472026,
  title = {{Budget-constrained augmentation of universal interatomic potentials for reliable multicomponent molecular dynamics}},
  author = {Lee, Hyeon-Jong and Song, You-Yeob and Kim, Hojoon and Kwon, Minjun and Ham, Seung-Hui and Kim, Jae-Seung and Kim, Donghun and Seo, Dong-Hwa},
  journal = {npj Computational Materials},
  year = {2026},
  doi = {10.1038/s41524-026-02202-x},
  url = {https://doi.org/10.1038/s41524-026-02202-x}
}
Advanced Energy Materials, online published (2026)

Universal Oxychlorination Strategy in Halide Solid Electrolytes for All-Solid-State Batteries

Jae-Seung Kim†, Heeju Park†, Hae-Yong Kim†, Eunryeol Lee*, Heewon Kim, Soeul Lee, Jinyeong Choe, Jiwon Seo, Hyeon-Jong Lee, Hojoon Kim, Jemin Yeon, Yoon Seok Jung*, Kyung-Wan Nam*, Dong-Hwa Seo*

Materials: Halide solid electrolytes

Impact Factor 25.5 · Top 2.4%
Best-ranked category
Energy & Fuels
JCR rank
5 / 191 journals · Top 2.4%
View in Journal Citation Reports ↗
Citation details & BibTeX
@article{pub1372026,
  title = {{Universal Oxychlorination Strategy in Halide Solid Electrolytes for All-Solid-State Batteries}},
  author = {Kim, Jae-Seung and Park, Heeju and Kim, Hae-Yong and Lee, Eunryeol and Kim, Heewon and Lee, Soeul and Choe, Jinyeong and Seo, Jiwon and Lee, Hyeon-Jong and Kim, Hojoon and Yeon, Jemin and Jung, Yoon Seok and Nam, Kyung-Wan and Seo, Dong-Hwa},
  journal = {Advanced Energy Materials},
  year = {2026},
  eid = {e06744},
  doi = {10.1002/aenm.202506744},
  url = {https://doi.org/10.1002/aenm.202506744}
}
Advanced Science, 13(21), e22562 (2026)

Vacancy-Suppressed Garnet Electrolytes for Durable Solid-State Batteries

Seokjae Hong, Kwang Ho Shin, Kyoung Sun Kim, Jinhwan Kim, Jaegi Lee, Byung-Gun Park, Won G. Hong, In Hye Kwak, Kyubin Shim, Young-Sang Yu, Ju Young Kim, Young Hwa Jung, Min Wook Pin, Hyeon-Jong Lee, Hojoon Kim, Dong-Hwa Seo, Hosun Shin, Dongju Lee, Seung-Ho Yu, Sung-Kyun Jung*, Hyungsub Kim*

Materials: Oxide solid electrolytes

Impact Factor 14.1 · Top 9.4%
Best-ranked category
Chemistry, Multidisciplinary
JCR rank
24 / 250 journals · Top 9.4%
View in Journal Citation Reports ↗
Citation details & BibTeX
@article{pub1342026,
  title = {{Vacancy-Suppressed Garnet Electrolytes for Durable Solid-State Batteries}},
  author = {Hong, Seokjae and Shin, Kwang Ho and Kim, Kyoung Sun and Kim, Jinhwan and Lee, Jaegi and Park, Byung-Gun and Hong, Won G. and Kwak, In Hye and Shim, Kyubin and Yu, Young-Sang and Kim, Ju Young and Jung, Young Hwa and Pin, Min Wook and Lee, Hyeon-Jong and Kim, Hojoon and Seo, Dong-Hwa and Shin, Hosun and Lee, Dongju and Yu, Seung-Ho and Jung, Sung-Kyun and Kim, Hyungsub},
  journal = {Advanced Science},
  year = {2026},
  volume = {13},
  number = {21},
  eid = {e22562},
  doi = {10.1002/advs.202522562},
  url = {https://doi.org/10.1002/advs.202522562}
}

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