Molecular Property Prediction by Combining LSTM and GAT

Molecular property prediction is an important direction in computer-aided drug design. In this paper, to fully explore the information from SMILE stings and graph data of molecules, we combined the SALSTM and GAT methods in order to mine the feature information of molecules from sequences and graphs...

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Bibliographic Details
Main Authors: Lei Xu, Shourun Pan, Leiming Xia, Zhen Li
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Biomolecules
Subjects:
Online Access:https://www.mdpi.com/2218-273X/13/3/503