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Byung Ju Kim
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Sequence Analysis
Multi Objective Optimisation
Drug Design
Diffusion Models
Top Venues
Comput. Biol. Medicine
J. Cheminformatics
J. Comput. Aided Mol. Des.
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Publications
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Seungyeon Choi
,
Sangmin Seo
,
Byung Ju Kim
,
Chihyun Park
,
Sanghyun Park
PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation.
Comput. Biol. Medicine
180 (2024)
Hyosoon Jang
,
Sangmin Seo
,
Sanghyun Park
,
Byung Ju Kim
,
Geon-Woo Choi
,
Jonghwan Choi
,
Chihyun Park
De novo drug design through gradient-based regularized search in information-theoretically controlled latent space.
J. Comput. Aided Mol. Des.
38 (1) (2024)
Jonghwan Choi
,
Sangmin Seo
,
Seungyeon Choi
,
Shengmin Piao
,
Chihyun Park
,
Sung Jin Ryu
,
Byung Ju Kim
,
Sanghyun Park
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training.
Comput. Biol. Medicine
157 (2023)
Hwanhee Kim
,
Soohyun Ko
,
Byung Ju Kim
,
Sung Jin Ryu
,
Jaegyoon Ahn
Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder.
J. Cheminformatics
14 (1) (2022)