2 papers
cs.LG2020
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…
cond-mat.soft2020
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…