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ACS Omega|October 27, 2025
Learning Multidimensional Electronegativity of Selected Atom Types in Organic Molecules Using Graph Neural NetworksDa Bean Han, Gyoung S Na, Hyun Woo KimChemical Communications (Cambridge, England)|May 23, 2022
Contrastive representation learning of inorganic materials to overcome lack of training datasetsGyoung S Na, Hyun Woo KimNeural Networks : the Official Journal of the International Neural Network Society|October 20, 2020
Reverse graph self-attention for target-directed atomic importance estimationGyoung S Na, Hyun Woo KimJournal of Chemical Information and Modeling|January 14, 2020
Costless Performance Improvement in Machine Learning for Graph-Based Molecular AnalysisGyoung S Na, Hyun Woo Kim, Hyunju ChangPhysical Chemistry Chemical Physics : PCCP|August 12, 2020
Machine-guided representation for accurate graph-based molecular machine learningGyoung S Na, Hyunju Chang, Hyun Woo KimNature Chemical Biology|January 19, 2026
Unconventional monooxygenation by the O2-dependent tRNA wobble uridine hydroxylase TrhOKiroo Shin, Da Bean Han, Hyun Woo Kim, et al.The Journal of Physical Chemistry Letters|August 6, 2026
Electronegativity-Inspired Multidimensional and Complex Representations for Modeling Chemical Environments in MaterialsYoungjin An, Soyeon Jeon, Da Bean Han, et al.The Journal of Physical Chemistry Letters|February 16, 2026
Exploring Hückel Molecular Orbital Energies through Variational and Phase Estimation Quantum AlgorithmsDa Bean Han, Kang-Min Hu, Hyang-Tag Lim, et al.Neural Networks : the Official Journal of the International Neural Network Society|March 27, 2022
Efficient learning rate adaptation based on hierarchical optimization approachGyoung S NaAnalytical Chemistry|November 22, 2024
Deep Learning for Generating Phase-Conditioned Infrared SpectraGyoung S NaPageof 77