22 citations · 30 across the 4 of their papers we have counts for
4 papers
Bayesian neural network with pretrained protein embedding enhances prediction accuracy of drug-protein interaction
QHwan Kim, Joon-Hyuk Ko, Sunghoon Kim +2
The characterization of drug-protein interactions is crucial in the high-throughput screening for drug discovery. The deep learning-based approaches have attracted attention becaus…
GCIceNet: A Graph Convolutional Network for Accurate Classification of Water Phases
QHwan Kim, Joon-Hyuk Ko, Sunghoon Kim +1
Understanding phases of water molecules based on local structure is essential for understanding their anomalous properties. However, due to complicated structural motifs formed via…
Interfacial thermodynamics of spherical nanodroplets: Molecular understanding of surface tension via hydrogen bond network
QHwan Kim, Wonho Jhe
Surface tension plays a ubiquitous role in phase transitions including condensation or evaporation of atmospheric liquid droplets. Especially, understanding of interfacial thermody…
Multi-Stage Transformation and Lattice Fluctuation at AgCl-Ag Interface
Jingshan S. Du, Jungwon Park, QHwan Kim +4
Solid-state transformation is often accompanied by mechanical expansion/compression, due to their volume change and structural evolution at interfaces at the atomic scale. However,…