22 citations · 41 across the 5 of their papers we have counts for
5 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…
Tunable quantum interference effect on magnetoconductivity in few-layer black phosphorus
Sunghoon Kim, Hongki Min
In this study, we develop a systematic weak localization/antilocalization theory fully considering the anisotropy and Berry phase of the system, and apply it to various phases of f…
Vertex corrections to the dc conductivity in anisotropic multiband systems
Sunghoon Kim, Seungchan Woo, Hongki Min
For an isotropic single-band system, it is well known that the semiclassical Boltzmann transport theory within the relaxation time approximation and the Kubo formula with the verte…
Long time existence of Smooth solution for the porous medium equation in a bounded domain
Sunghoon Kim
In this paper, we are going to show the long time existence of the smooth solution for the porous medium equations in a smooth bounded domain: {equation} {cases} u_t=\La u^m\quad\t…