Materials Spectroscopy Laboratory

Published papers :

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- "Generative Deep Learning-Based Efficient Design of Organic Molecules with Tailored Properties"

   Minhi Han†, Joonyoung F. Joung†, Minseok Jeong, Dong Hoon Choi, Sungnam Park*

  ACS Central Sci., ASAP (2024) (Link) († equally contributed.)

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-"Deep learning for development of organic optoelectronic devices: efficient prescreening of hosts and emitters in deep-blue fluorescent         OLEDs"

   Minseok Jeong†, Joonyoung F. Joung†, Jinhyo Hwang†, Minhi Han†, Chang Woo Koh, Dong Hoon Choi*, Sungnam Park*

   npj Comput. Mater., 8, 147 (2022) († equally contributed.)

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-"Beyond Woodward–Fieser Rules: Design Principles of Property-Oriented Chromophores Based on Explainable Deep 

   Learning Optical Spectroscopy"

   Joonyoung F. Joung†, Minhi Han†, Minseok Jeong, and Sungnam Park*

   J. Chem. Inf. Model. 62, 12, 2933–2942 (2022) Journal Cover († equally contributed.)

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- "Singlet Fission Dynamics of Colloidal Nanoparticles of a Perylenediimide Derivative in Solutions"

    Youngseo Kim, Minhi Han, Chiho Lee, and Sungnam Park*

    J. Phys. Chem. B, 125, 7967-7974 (2021)​​​​​​​​ 

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- ​"Deep Learning Optical Spectroscopy Based on Experimental Database: Potential Applications to Molecular Design"

    Joonyoung F. Joung†, Minhi Han†, Jinhyo Hwang, Minseok Jeong, Dong Hoon Choi, and Sungnam Park*

    JACS Au, 1, 427-438 (2021)​​​ († equally contributed.)​​ 

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- "DB for chromophore"

   Joonyoung F. Joung†, Minhi Han†, Minseok Jeong, and Sungnam Park*

   Figshare, doi.org/10.6084/m9.figshare.12045567.v1 (2020) († equally contributed.) ​ 

- "Experimental database of optical properties of organic compounds"

  Joonyoung F. Joung†, Minhi Han†, Minseok Jeong, and Sungnam Park*

  Sci. Data, 7, 295 (2020) († equally contributed.)