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✨ Welcome to CNMD!

Computational Nano-Materials Design Laboratory (CNMD) GitHub Organization!

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👀 About CNMD:

A research group in the Department of Materials Science and Engineering at POSTECH, located in Pohang, South Korea.

📚 Our Research Publications with Code

  • Eun Ho Kim, Jun Hyeong Gu, June Ho Lee, Seong Hun Kim, Jaeseon Kim, Hyo Gyeong Shin, Shin Hyun Kim, Donghwa Lee.
    Boosting–crystal graph convolutional neural network for predicting highly imbalanced data: a case study for metal-insulator transition materials.
    ACS Appl. Mater. Interfaces, 16(33), 43734-43741 (2024).
    DOI: 10.1021/acsami.4c07851

  • Hyeon Kim, Seong Hun Kim, Jaeseon Kim, Eun Ho Kim, Jun Hyeong Gu, Donghwa Lee.
    A Keyword-based Approach to Analyzing Scientific Research Trends: ReRAM Present and Future.
    Sci Rep 15, 12011 (2025).
    DOI:10.1038/s41598-025-93423-5

  • Hyo Gyeong Shin, Eun Ho Kim, Jaeseon Kim, Hyo Kim, Donghwa Lee.
    Ruddlesden-Popper tolerance factor: An indicator predicting stability of 2D Ruddlesden-Popper Phases.
    Acta Mater., 292, 120999 (202506).
    DOI: 10.1016/j.actamat.2025.120999

📊 Research Metrics

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  1. GB-CGCNN GB-CGCNN Public

    Python 1

  2. tRP tRP Public

    Ruddlesden-Popper Tolerance Factor

    Python 2

  3. KARS KARS Public

    Python 1

  4. CIGNN CIGNN Public

    Python 12

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