教授研究

 Professor Joonyoung Francis Joung Professor

School of Applied Chemistry

研究课题

  • Construction of Database for Structure, Property, and Chemical Reaction of Chemical Substances/Materials
  • Development of Artificial Intelligence Models for Quantitatively Predicting Physicochemical Properties of Molecules and Devices
  • AI-Based Inverse Design of New Materials
  • Development of Artificial Intelligence Models for Predicting Chemical Reactions, Mechanisms, and Retrosynthesis Pathways

主要传记

  • • Ph.D.: Physical Chemistry, Korea University, 2015.03~2020.08
  • • Postdoc 1: Department of Chemistry, Korea University, 2020.09~2022.07
  • • Postdoc 2: MIT, 2022.09~2025.02
  • • Professor, School of Applied Chemistry, Kookmin University (2025.03~Present)
  • • Journal Name: Nature, Paper Title: Electron flow matching for generative reaction mechanism prediction

研究关键词

  • # Artificial Intelligence Chemistry
  • # Chemical Reaction Prediction
  • # Property Prediction
  • # Material Design
  • # Molecular Design
  • # Artificial Intelligence
近三年主要研究成果
  • 企业名称

    Excellent New Researcher Grant (Seed Research)

    研究项目名称

    Development of Machine Learning Technology for Predicting Organic Reaction Mechanisms Based on Mass and Electron Conservation
    • 支持机构

      Ministry of Science and ICT

    • 研究所

      2025-9 ~ 2026-8

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