• Title of article

    The CSB approach to prediction of chemical reactions

  • Author/Authors

    Fic، نويسنده , , Grzegorz and Nowak، نويسنده , , Grazyna، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2005
  • Pages
    12
  • From page
    137
  • To page
    148
  • Abstract
    The methodology and recent advances in developing the chemical sense builder (CSB) system for simulation of organic reactions are presented. This system comprises two functional modules that can be used separately or in combination. Four logic-based and knowledge-based models for reaction generation and discovering constitute the first module. The second one, newly designed, provides knowledge acquisition and learning tools for exploration and derivation of knowledge that can be employed in the reaction simulation process. An overview of the CSB programming tools and a knowledge source are given. The new CSB features are illustrated by an example concerned with the generation and evaluation of example reactions.
  • Keywords
    CAOS , Computer prediction of reactions , Machine Learning , multicomponent reactions , CSB , Combinatorial Libraries
  • Journal title
    Chemometrics and Intelligent Laboratory Systems
  • Serial Year
    2005
  • Journal title
    Chemometrics and Intelligent Laboratory Systems
  • Record number

    1461389