Premium
Organic Reactions Classified by Neural Networks: Michael Additions, Friedel–Crafts Alkylations by Alkenes, and Related Reactions
Author(s) -
Chen Lingran,
Gasteiger Johann
Publication year - 1996
Publication title -
angewandte chemie international edition in english
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.831
H-Index - 550
eISSN - 1521-3773
pISSN - 0570-0833
DOI - 10.1002/anie.199607631
Subject(s) - michael reaction , organic reaction , friedel–crafts reaction , chemistry , addition reaction , artificial neural network , organic chemistry , chemical reaction , computational chemistry , catalysis , computer science , artificial intelligence
A two‐dimensional projection of organic reactions into a self‐organizing neural network (shown schematically on the right) makes it possible to perceive similarities between reactions, assign reaction types, and identify special reactions. Michael additions and related reactions are used here to illustrate this approach to analyzing chemical reactions.