WooYoun Kim

WooYoun Kim

Korea Advanced Institute of Science and Technology

Associate Professor

Department of Chemistry

Research Area

  • #Computer science
  • #Chemistry
  • #Materials science
  • #Density functional theory
  • #Physics
  • #Computational chemistry
  • #Basis set
  • #Quantum mechanics
  • #Catalysis
  • #Nanotechnology

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Related papers to
‘ Computer science ‘ : 10

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

    2018/07

    4.2 Impact Factor

    92 citations

    Jaechang Lim, Seongok Ryu, Jin Woo Kim, Woo Youn Kim

    DOI : 10.1186/S13321-018-0286-7

    • #Computer science
    • #Artificial intelligence
    • #Proof of concept
    • #Deep learning
    • #Generative model
    • #Autoencoder

All papers authored by
‘ WooYoun Kim ’ : 38

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

    2018/07
    JOURNAL OF CHEMINFORMATICS

    4.2 Impact Factor

    92 citations

    Jaechang Lim, Seongok Ryu, Jin Woo Kim, Woo Youn Kim

    DOI : 10.1186/S13321-018-0286-7

    • #Computer science
    • #Artificial intelligence
    • #Proof of concept
    • #Deep learning
    • #Generative model
    • #Autoencoder

Related papers to
‘ Computer science ‘ : 10

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

    2018/07
    JOURNAL OF CHEMINFORMATICS

    4.2 Impact Factor

    92 citations

    Jaechang Lim, Seongok Ryu, Jin Woo Kim, Woo Youn Kim

    DOI : 10.1186/S13321-018-0286-7

    • #Computer science
    • #Artificial intelligence
    • #Proof of concept
    • #Deep learning
    • #Generative model
    • #Autoencoder
  • Predicting Drug-Target Interaction Using a Novel Graph Neural Network with 3D Structure-Embedded Graph Representation.

    2019/08
    JOURNAL OF CHEMICAL INFORMATION AND MODELING

    4.5 Impact Factor

    45 citations

    Jaechang Lim, Seongok Ryu, Kyubyong Park, Yo Joong Choe, Jiyeon Ham, Woo Youn Kim

    DOI : 10.1021/ACS.JCIM.9B00387

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Artificial neural network
    • #Computer graphics
    • #Deep learning
    • #Intermolecular force
    • #Test set
    • #Graph (abstract data type)
    • #Virtual screening
    • #Graph neural networks

Get access to
Contact information

Log in

All papers authored by
‘ WooYoun Kim ’ : 38

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

    2018/07
    JOURNAL OF CHEMINFORMATICS

    4.2 Impact Factor

    92 citations

    Jaechang Lim, Seongok Ryu, Jin Woo Kim, Woo Youn Kim

    DOI : 10.1186/S13321-018-0286-7

    • #Computer science
    • #Artificial intelligence
    • #Proof of concept
    • #Deep learning
    • #Generative model
    • #Autoencoder
  • Predicting Drug-Target Interaction Using a Novel Graph Neural Network with 3D Structure-Embedded Graph Representation.

    2019/08
    JOURNAL OF CHEMICAL INFORMATION AND MODELING

    4.5 Impact Factor

    45 citations

    Jaechang Lim, Seongok Ryu, Kyubyong Park, Yo Joong Choe, Jiyeon Ham, Woo Youn Kim

    DOI : 10.1021/ACS.JCIM.9B00387

    • #Computer science
    • #Artificial intelligence
    • #Pattern recognition
    • #Artificial neural network
    • #Computer graphics
    • #Deep learning
    • #Intermolecular force
    • #Test set
    • #Graph (abstract data type)
    • #Virtual screening
    • #Graph neural networks

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