Concepedia

Seongok Ryu

SR

9

Publications

761

Citations

9

H-Index

2017

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Daejeon University

Kootenay Association for Science & Technology

Government of the Republic of Korea

Seongok Ryu is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and computational biology.

Top concepts

EngineeringDeep LearningDrug DiscoveryMolecular BiologyComputational BiologyChemistryData SciencePharmacologySystems BiologyMachine Learning

Publications per year

2017–2021

9

Publications

9

Predicting Drug–Target Interaction Using a Novel Graph Neural Network with 3D Structure-Embedded Graph Representation

Jaechang Lim, Seongok Ryu, Kyubyong Park et al. · Journal of Chemical Information and Modeling · 2019 · 412 citations

Drug Target, Graph Representation Learning, Machine Learning +24

A Bayesian graph convolutional network for reliable prediction of molecular properties with uncertainty quantification

Seongok Ryu, Yongchan Kwon, Woo Youn Kim · Chemical Science · 2019 · 147 citations · Full text

Deeply learning molecular structure-property relationships using attention- and gate-augmented graph convolutional network

Seongok Ryu, Jaechang Lim, Seung Hwan Hong et al. · arXiv (Cornell University) · 2018 · 80 citations · Full text

Engineering, Molecular Biology, Computational Chemistry +16

Comprehensive Study on Molecular Supervised Learning with Graph Neural Networks

Doyeong Hwang, Soojung Yang, Yongchan Kwon et al. · Journal of Chemical Information and Modeling · 2020 · 37 citations

Molecular generative model based on conditional variational autoencoder for de novo molecular design

Jaechang Lim, Seongok Ryu, Jin Woo Kim et al. · Journal of Cheminformatics · 2018 · 24 citations · Full text

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