SNU CBE

Computational Drug Discovery Methods

연구주제 · Computational Theory and Mathematics

참여 교수

교수연구분야논문
정유성공정시스템6
이원보공정시스템 · 고분자 및 유기 소재2

연결되는 NTIS 분류

화학공정 2 융합화학 2 전기화학 2

논문 (피인용 순)

연도논문학부 저자피인용
2021Deep Retrosynthetic Reaction Prediction using Local Reactivity and Global Attention 융합화학 › 화학정보학
JACS Au
정유성177
2021Generative Chemical Transformer: Neural Machine Learning of Molecular Geometric Structures from Chemical Language via Attention 화학공정 › 공정시스템기술
Journal of Chemical Information and Modeling
이원보64
2022A generalized-template-based graph neural network for accurate organic reactivity prediction 화학공정 › 촉매/반응기술
Nature Machine Intelligence
정유성58
2024Precise atom-to-atom mapping for organic reactions via human-in-the-loop machine learning 전기화학 › 분석전기화학
Nature Communications
정유성37
2024Estimating the synthetic accessibility of molecules with building block and reaction-aware SAScore
Journal of Cheminformatics
정유성32
2024Reaction Templates: Bridging Synthesis Knowledge and Artificial Intelligence 전기화학 › 분석전기화학
Accounts of Chemical Research
정유성10
2025SynTwins: a retrosynthesis-guided framework for synthesizable molecular analog generation 융합화학 › 화학정보학
Chemical Science
정유성4
2026Integrated multi-endpoint hazard prioritization of unregulated industrial contaminants: A safety-first screening framework for emerging environmental threats
Ecotoxicology and Environmental Safety
이원보1

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교수 2

이원보 · 정유성

논문 8

Estimating the synthetic accessibility of molecules with building bloc · Generative Chemical Transformer: Neural Machine Learning of Molecular · Precise atom-to-atom mapping for organic reactions via human-in-the-lo · A generalized-template-based graph neural network for accurate organic · Deep Retrosynthetic Reaction Prediction using Local Reactivity and Glo · SynTwins: a retrosynthesis-guided framework for synthesizable molecula · Integrated multi-endpoint hazard prioritization of unregulated industr · Reaction Templates: Bridging Synthesis Knowledge and Artificial Intell

학문분야 1

Computational Theory and Mathematics